setE.pvals
     tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4 
1.320963e-01 7.244114e-03 8.029650e-01 1.054367e-01 8.737329e-02 2.709776e-03 7.814058e-06 1.255730e-02 5.788043e-01 3.455264e-01 4.986634e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.512876e-01 1.432970e-01 3.982764e-04 4.173005e-07 

setE.inx
   tin_2.4    tin_4.6    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6   mef2_6.8  mef2_8.10 mef2_10.12 
         1          2          4          5          6          7          8         13         14         15 

setE.names
 [1] "tin_2.4"    "tin_4.6"    "bin_6.8"    "bin_8.10"   "bin_10.12"  "twi_2.4"    "twi_4.6"    "mef2_6.8"   "mef2_8.10"  "mef2_10.12"

adjX.p.vals
           tin_2.4      tin_4.6 tin_6.8     bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6
tin_2.4         NA 5.815592e-25      NA 0.249514025 2.668629e-01 2.179711e-01 0.0004377607 2.983933e-15      NA      NA       NA       NA
tin_4.6         NA           NA      NA 0.004439893 8.217102e-01 1.415399e-01 0.0001071477 3.270998e-18      NA      NA       NA       NA
tin_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
bin_6.8         NA           NA      NA          NA 1.571329e-12 1.630990e-09 0.0040931555 8.806549e-02      NA      NA       NA       NA
bin_8.10        NA           NA      NA          NA           NA 9.312666e-12 0.0025488840 9.168885e-02      NA      NA       NA       NA
bin_10.12       NA           NA      NA          NA           NA           NA 0.0001042056 4.230128e-02      NA      NA       NA       NA
twi_2.4         NA           NA      NA          NA           NA           NA           NA 3.957062e-07      NA      NA       NA       NA
twi_4.6         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
twi_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
bap_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_2.4        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_4.6        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_6.8        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_8.10       NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_10.12      NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
               mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    2.391350e-04 9.241767e-01 1.249623e-01
tin_4.6    1.030426e-07 4.420584e-01 3.672816e-01
tin_6.8              NA           NA           NA
bin_6.8    3.706018e-03 9.846175e-04 7.723458e-01
bin_8.10   7.840508e-01 6.064970e-02 7.392659e-01
bin_10.12  5.811904e-01 2.550489e-01 4.324185e-01
twi_2.4    6.452852e-01 1.392374e-02 4.093156e-03
twi_4.6    1.546044e-04 9.188314e-01 4.754486e-02
twi_6.8              NA           NA           NA
bap_6.8              NA           NA           NA
mef2_2.4             NA           NA           NA
mef2_4.6             NA           NA           NA
mef2_6.8             NA 2.478303e-10 3.706018e-03
mef2_8.10            NA           NA 7.829188e-13
mef2_10.12           NA           NA           NA

expC.p.vals
           tin_2.4      tin_4.6 tin_6.8     bin_6.8     bin_8.10    bin_10.12     twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6     mef2_6.8
tin_2.4         NA 1.824799e-23      NA 0.234549163 6.075959e-01 3.687304e-01 0.003200048 6.611532e-14      NA      NA       NA       NA 4.590845e-04
tin_4.6         NA           NA      NA 0.004177274 9.877461e-01 5.721474e-01 0.001477481 1.552473e-16      NA      NA       NA       NA 1.216951e-07
tin_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
bin_6.8         NA           NA      NA          NA 3.258200e-11 4.179915e-08 0.025181622 1.325015e-01      NA      NA       NA       NA 7.266237e-03
bin_8.10        NA           NA      NA          NA           NA 2.525648e-10 0.015736948 7.773128e-02      NA      NA       NA       NA 1.010365e-01
bin_10.12       NA           NA      NA          NA           NA           NA 0.002668925 6.555489e-03      NA      NA       NA       NA 6.143210e-01
twi_2.4         NA           NA      NA          NA           NA           NA          NA 9.485799e-06      NA      NA       NA       NA 9.632587e-01
twi_4.6         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA 2.210102e-04
twi_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
bap_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_2.4        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_4.6        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_6.8        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_8.10       NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_10.12      NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
              mef2_8.10   mef2_10.12
tin_2.4    3.092417e-01 1.827210e-01
tin_4.6    2.144334e-01 5.510711e-01
tin_6.8              NA           NA
bin_6.8    1.120310e-02 3.231755e-01
bin_8.10   4.948830e-02 9.074914e-01
bin_10.12  7.103023e-01 5.665111e-01
twi_2.4    2.175023e-01 2.227058e-01
twi_4.6    3.038329e-01 1.683323e-01
twi_6.8              NA           NA
bap_6.8              NA           NA
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8   3.489364e-09 2.333347e-03
mef2_8.10            NA 9.261039e-11
mef2_10.12           NA           NA

adjX.star.p.vals
           tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4
tin_2.4         NA 5.815592e-25 3.496744e-08 2.495140e-01 2.668629e-01 2.179711e-01 0.0004377607 2.983933e-15 6.294350e-06 7.119548e-05 3.057117e-04
tin_4.6         NA           NA 2.297761e-11 4.439893e-03 8.217102e-01 1.415399e-01 0.0001071477 3.270998e-18 2.243874e-15 7.052153e-08 1.545545e-07
tin_6.8         NA           NA           NA 3.425028e-07 5.256868e-02 2.582777e-01 0.1650125003 9.028626e-06 2.327442e-08 6.930409e-15 5.543854e-06
bin_6.8         NA           NA           NA           NA 1.571329e-12 1.630990e-09 0.0040931555 8.806549e-02 9.103765e-02 8.617435e-08 9.866042e-03
bin_8.10        NA           NA           NA           NA           NA 9.312666e-12 0.0025488840 9.168885e-02 8.968718e-01 1.301072e-03 9.918559e-01
bin_10.12       NA           NA           NA           NA           NA           NA 0.0001042056 4.230128e-02 9.064001e-01 4.383907e-02 6.908275e-01
twi_2.4         NA           NA           NA           NA           NA           NA           NA 3.957062e-07 4.013702e-02 2.060385e-01 6.081660e-03
twi_4.6         NA           NA           NA           NA           NA           NA           NA           NA 3.184091e-13 3.443138e-03 1.524946e-04
twi_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA 9.810302e-04 1.031011e-04
bap_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA           NA 8.992142e-04
mef2_2.4        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_4.6        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_6.8        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_8.10       NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_10.12      NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
               mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    2.616567e-13 2.391350e-04 9.241767e-01 1.249623e-01
tin_4.6    2.819346e-19 1.030426e-07 4.420584e-01 3.672816e-01
tin_6.8    8.406237e-10 3.822798e-09 2.344538e-03 1.028328e-01
bin_6.8    8.806549e-02 3.706018e-03 9.846175e-04 7.723458e-01
bin_8.10   9.168885e-02 7.840508e-01 6.064970e-02 7.392659e-01
bin_10.12  1.101014e-01 5.811904e-01 2.550489e-01 4.324185e-01
twi_2.4    1.473183e-02 6.452852e-01 1.392374e-02 4.093156e-03
twi_4.6    5.613823e-17 1.546044e-04 9.188314e-01 4.754486e-02
twi_6.8    4.302709e-14 5.622007e-13 1.513460e-02 7.281374e-01
bap_6.8    7.171982e-06 1.487301e-06 2.428328e-03 4.556218e-02
mef2_2.4   5.134379e-07 1.078552e-06 3.918919e-03 2.347613e-03
mef2_4.6             NA 1.050653e-14 4.840009e-05 1.667167e-01
mef2_6.8             NA           NA 2.478303e-10 3.706018e-03
mef2_8.10            NA           NA           NA 7.829188e-13
mef2_10.12           NA           NA           NA           NA

adjX.star.cond.p.vals
                tin_2.4      tin_4.6 tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6
tin_2.4              NA 8.465004e-01      NA 1.545490e-01 3.642865e-01 2.617039e-01 7.640303e-01 9.142523e-01      NA      NA       NA       NA
tin_4.6    6.696045e-02           NA      NA 6.883292e-03 2.637106e-02 4.713425e-02 1.943043e-01 1.834392e-01      NA      NA       NA       NA
tin_6.8    3.365578e-01 3.244934e-01      NA 9.472845e-01 8.119855e-01 7.411457e-02 7.494677e-01 5.994667e-01      NA      NA       NA       NA
bin_6.8    1.110262e-01 5.659680e-02      NA           NA 6.200255e-01 8.913175e-01 3.825728e-01 1.283666e-01      NA      NA       NA       NA
bin_8.10   2.253462e-01 1.928011e-01      NA 5.080599e-01           NA 7.158488e-01 2.859863e-01 5.995453e-02      NA      NA       NA       NA
bin_10.12  7.541429e-03 1.543615e-02      NA 3.517281e-02 3.473919e-02           NA 4.985757e-02 4.621659e-04      NA      NA       NA       NA
twi_2.4    1.409114e-04 4.032934e-04      NA 9.462977e-05 5.709806e-05 2.318077e-04           NA 8.023561e-04      NA      NA       NA       NA
twi_4.6    1.135792e-01 2.523155e-01      NA 2.629949e-02 1.404329e-02 2.376137e-03 4.246267e-01           NA      NA      NA       NA       NA
twi_6.8    9.848836e-01 2.845718e-01      NA 7.572619e-01 8.364986e-01 2.630914e-01 9.421144e-01 5.689984e-01      NA      NA       NA       NA
bap_6.8    1.227983e-01 1.113327e-01      NA 4.652879e-01 4.376754e-01 6.642422e-01 5.675055e-01 3.054866e-01      NA      NA       NA       NA
mef2_2.4   8.451199e-01 8.139334e-01      NA 4.513332e-01 7.467607e-01 2.204881e-01 7.938197e-01 8.832532e-01      NA      NA       NA       NA
mef2_4.6   5.057960e-01 1.530271e-01      NA 9.343590e-01 7.570695e-01 2.414318e-01 5.248338e-01 8.459157e-02      NA      NA       NA       NA
mef2_6.8   1.294228e-01 5.941545e-02      NA 1.645851e-01 3.599832e-02 2.469630e-01 3.292265e-01 9.483579e-02      NA      NA       NA       NA
mef2_8.10  5.414763e-04 4.799753e-04      NA 4.647460e-03 5.392334e-04 2.517586e-03 8.045659e-03 5.000956e-04      NA      NA       NA       NA
mef2_10.12 1.585402e-06 2.123641e-06      NA 8.992958e-07 2.602599e-06 2.074361e-06 3.853507e-05 3.205595e-06      NA      NA       NA       NA
               mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    1.497074e-01 1.097836e-01 0.2094498295
tin_4.6    6.610780e-03 9.089412e-03 0.0246982451
tin_6.8    7.076284e-01 2.464300e-01 0.2191380803
bin_6.8    1.176806e-01 6.504582e-01 0.0881190061
bin_8.10   2.049149e-02 6.130916e-02 0.2100605445
bin_10.12  6.642915e-03 1.370414e-02 0.0080603373
twi_2.4    1.421156e-04 3.182196e-04 0.0007365332
twi_4.6    1.718670e-02 1.523843e-02 0.0603020162
twi_6.8    4.458160e-01 4.950530e-01 0.3573129844
bap_6.8    7.338675e-01 8.109948e-01 0.7290315005
mef2_2.4   6.287343e-01 4.288442e-01 0.2276769598
mef2_4.6   9.653011e-01 8.265169e-01 0.4516750491
mef2_6.8             NA 6.166995e-01 0.0530271942
mef2_8.10  3.200704e-03           NA 0.0247304931
mef2_10.12 3.980101e-07 3.529703e-05           NA

adjX.inx
[[1]]
[1]  2  7  8 10 13 15

[[2]]
[1]  4  6  7 10 12 13

[[3]]
NULL

[[4]]
[1]  2  6  7  8 13 14

[[5]]
[1]  6  7  8 14

[[6]]
[1] 2 7 8

[[7]]
[1]  2  6 14 15

[[8]]
[1]  2  4  5  6  7 12 13 15

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
[1]  1  2  4  8 14 15

[[14]]
[1]  5  7 15

[[15]]
[1]  7  8 13 14


condX.inx
[[1]]
[1]  4 13 14

[[2]]
[1]  1  4  5  6  7  8 13 14 15

[[3]]
[1] 6

[[4]]
[1]  1  2  8 13 15

[[5]]
[1]  2  8 13 14

[[6]]
[1]  1  2  4  5  7  8 13 14 15

[[7]]
[1]  1  2  4  5  6  8 13 14 15

[[8]]
[1]  1  4  5  6 13 14 15

[[9]]
NULL

[[10]]
[1] 1 2

[[11]]
NULL

[[12]]
[1] 2 8

[[13]]
[1]  1  2  4  5  8 15

[[14]]
[1]  1  2  4  5  6  7  8 13 15

[[15]]
[1]  1  2  4  5  6  7  8 13 14


setE.cond
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    bap_6.8   mef2_4.6   mef2_6.8  mef2_8.10 mef2_10.12 
         1          2          3          4          5          6          7          8         10         12         13         14         15 

onlySetE.cond
[1]  3 10 12

cond.ciTests
[[1]]
[[1]][[1]]
NULL

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

[[1]][[3]]
NULL

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

[[1]][[9]]
NULL

[[1]][[10]]
NULL

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

[[1]][[14]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

[[1]][[15]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

[[2]][[2]]
NULL

[[2]][[3]]
NULL

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

[[2]][[9]]
NULL

[[2]][[10]]
NULL

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

[[2]][[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

[[2]][[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3365578

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3244934

[[3]][[3]]
NULL

[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.9472845

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8119855

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07411457

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7494677

[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5994667

[[3]][[9]]
NULL

[[3]][[10]]
NULL

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7076284

[[3]][[14]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.24643

[[3]][[15]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2191381


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

[[4]][[3]]
NULL

[[4]][[4]]
NULL

[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

[[4]][[9]]
NULL

[[4]][[10]]
NULL

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

[[4]][[14]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

[[4]][[15]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

[[5]][[3]]
NULL

[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[5]][[5]]
NULL

[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

[[5]][[9]]
NULL

[[5]][[10]]
NULL

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

[[5]][[14]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

[[5]][[15]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

[[6]][[3]]
NULL

[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

[[6]][[9]]
NULL

[[6]][[10]]
NULL

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

[[6]][[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

[[6]][[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

[[7]][[3]]
NULL

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

[[7]][[7]]
NULL

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

[[7]][[9]]
NULL

[[7]][[10]]
NULL

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

[[7]][[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

[[7]][[15]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

[[8]][[3]]
NULL

[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
NULL

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

[[8]][[14]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

[[8]][[15]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.9848836

[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2845718

[[9]][[3]]
NULL

[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.7572619

[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8364986

[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2630914

[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9421144

[[9]][[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5689984

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.445816

[[9]][[14]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.495053

[[9]][[15]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.357313


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1227983

[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1113327

[[10]][[3]]
NULL

[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4652879

[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4376754

[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.6642422

[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5675055

[[10]][[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3054866

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7338675

[[10]][[14]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8109948

[[10]][[15]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7290315


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8451199

[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8139334

[[11]][[3]]
NULL

[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4513332

[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.7467607

[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2204881

[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7938197

[[11]][[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8832532

[[11]][[9]]
NULL

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6287343

[[11]][[14]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4288442

[[11]][[15]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.227677


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.505796

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1530271

[[12]][[3]]
NULL

[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.934359

[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.7570695

[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2414318

[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5248338

[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.08459157

[[12]][[9]]
NULL

[[12]][[10]]
NULL

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.9653011

[[12]][[14]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8265169

[[12]][[15]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.451675


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

[[13]][[3]]
NULL

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

[[13]][[9]]
NULL

[[13]][[10]]
NULL

[[13]][[11]]
NULL

[[13]][[12]]
NULL

[[13]][[13]]
NULL

[[13]][[14]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

[[13]][[15]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

[[14]][[3]]
NULL

[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

[[14]][[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

[[14]][[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

[[14]][[9]]
NULL

[[14]][[10]]
NULL

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

[[14]][[14]]
NULL

[[14]][[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

[[15]][[3]]
NULL

[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07

[[15]][[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06

[[15]][[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

[[15]][[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

[[15]][[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06

[[15]][[9]]
NULL

[[15]][[10]]
NULL

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

[[15]][[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from tin_2.4, tin_4.6, bin_6.8, bin_8.10, bin_10.12, twi_2.4, twi_4.6, mef2_6.8, mef2_8.10, mef2_10.12, tin_6.8, bap_6.8, mef2_4.6 

adjC at n = 1 
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[11]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

[[12]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

[[13]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

[[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

[[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

[[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

[[17]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

[[18]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

[[19]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

[[20]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

[[21]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

[[22]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

[[23]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07411457

[[24]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

[[25]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

[[26]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

[[27]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

[[28]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901

[[29]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

[[30]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

[[31]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

[[32]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

[[33]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

[[34]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

[[35]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

[[36]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

[[37]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[38]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

[[39]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

[[40]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

[[41]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

[[42]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

[[43]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

[[44]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05

[[45]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05

[[46]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

[[47]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

[[48]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

[[49]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

[[50]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[51]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

[[52]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

[[53]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

[[54]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

[[55]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

[[56]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

[[57]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202

[[58]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1227983

[[59]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1113327

[[60]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1530271

[[61]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.08459157

[[62]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

[[63]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

[[64]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

[[65]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

[[66]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

[[67]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719

[[68]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

[[69]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

[[70]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

[[71]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

[[72]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

[[73]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

[[74]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

[[75]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

[[76]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

[[77]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

[[78]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

[[79]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07

[[80]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06

[[81]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

[[82]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

[[83]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06

[[84]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

[[85]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05


ciTests.adjC at n = 1 
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

$`mef2_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05


$`tin_2.4 vs class | bin_6.8`
$`tin_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074


$`tin_2.4 vs class | mef2_8.10`
$`tin_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836


$`tin_4.6 vs class | tin_2.4`
$`tin_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045


$`tin_4.6 vs class | bin_6.8`
$`tin_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292


$`tin_4.6 vs class | bin_8.10`
$`tin_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106


$`tin_4.6 vs class | bin_10.12`
$`tin_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078


$`tin_4.6 vs class | mef2_8.10`
$`tin_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412


$`tin_4.6 vs class | mef2_10.12`
$`tin_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07411457


$`bin_6.8 vs class | tin_2.4`
$`bin_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666


$`bin_6.8 vs class | mef2_6.8`
$`bin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


$`bin_8.10 vs class | tin_4.6`
$`bin_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453


$`bin_8.10 vs class | mef2_6.8`
$`bin_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916


$`bin_10.12 vs class | tin_2.4`
$`bin_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281


$`bin_10.12 vs class | bin_8.10`
$`bin_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659


$`bin_10.12 vs class | mef2_6.8`
$`bin_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915


$`bin_10.12 vs class | mef2_8.10`
$`bin_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414


$`bin_10.12 vs class | mef2_10.12`
$`bin_10.12 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337


$`twi_2.4 vs class | tin_2.4`
$`twi_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114


$`twi_2.4 vs class | tin_4.6`
$`twi_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077


$`twi_2.4 vs class | twi_4.6`
$`twi_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332


$`twi_4.6 vs class | tin_2.4`
$`twi_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949


$`twi_4.6 vs class | bin_8.10`
$`twi_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329


$`twi_4.6 vs class | bin_10.12`
$`twi_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867


$`twi_4.6 vs class | mef2_8.10`
$`twi_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843


$`twi_4.6 vs class | mef2_10.12`
$`twi_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


$`bap_6.8 vs class | tin_2.4`
$`bap_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1227983


$`bap_6.8 vs class | tin_4.6`
$`bap_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1113327


$`mef2_4.6 vs class | tin_4.6`
$`mef2_4.6 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1530271


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.08459157


$`mef2_6.8 vs class | tin_2.4`
$`mef2_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851


$`mef2_6.8 vs class | bin_8.10`
$`mef2_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


$`mef2_8.10 vs class | tin_2.4`
$`mef2_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753


$`mef2_8.10 vs class | bin_6.8`
$`mef2_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956


$`mef2_8.10 vs class | mef2_6.8`
$`mef2_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704


$`mef2_8.10 vs class | mef2_10.12`
$`mef2_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049


$`mef2_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06


$`mef2_10.12 vs class | bin_6.8`
$`mef2_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07


$`mef2_10.12 vs class | bin_8.10`
$`mef2_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06


$`mef2_10.12 vs class | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07


$`mef2_10.12 vs class | mef2_8.10`
$`mef2_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05



adjC.pvals at n = 1 
            tin_2.4 vs class |              tin_4.6 vs class |              bin_6.8 vs class |             bin_8.10 vs class |  
                   9.142523e-01                    1.943043e-01                    8.913175e-01                    7.158488e-01 
          bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |             mef2_6.8 vs class |  
                   4.985757e-02                    8.023561e-04                    4.246267e-01                    6.166995e-01 
          mef2_8.10 vs class |           mef2_10.12 vs class |       tin_2.4 vs class | bin_6.8     tin_2.4 vs class | mef2_6.8 
                   2.473049e-02                    3.853507e-05                    1.545490e-01                    1.497074e-01 
   tin_2.4 vs class | mef2_8.10      tin_4.6 vs class | tin_2.4      tin_4.6 vs class | bin_6.8     tin_4.6 vs class | bin_8.10 
                   1.097836e-01                    6.696045e-02                    6.883292e-03                    2.637106e-02 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4      tin_4.6 vs class | twi_4.6     tin_4.6 vs class | mef2_6.8 
                   4.713425e-02                    1.943043e-01                    1.834392e-01                    6.610780e-03 
   tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_2.4 
                   9.089412e-03                    2.469825e-02                    7.411457e-02                    1.110262e-01 
     bin_6.8 vs class | tin_4.6      bin_6.8 vs class | twi_4.6     bin_6.8 vs class | mef2_6.8   bin_6.8 vs class | mef2_10.12 
                   5.659680e-02                    1.283666e-01                    1.176806e-01                    8.811901e-02 
    bin_8.10 vs class | tin_4.6     bin_8.10 vs class | twi_4.6    bin_8.10 vs class | mef2_6.8   bin_8.10 vs class | mef2_8.10 
                   1.928011e-01                    5.995453e-02                    2.049149e-02                    6.130916e-02 
   bin_10.12 vs class | tin_2.4    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | bin_6.8   bin_10.12 vs class | bin_8.10 
                   7.541429e-03                    1.543615e-02                    3.517281e-02                    3.473919e-02 
   bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6   bin_10.12 vs class | mef2_6.8  bin_10.12 vs class | mef2_8.10 
                   4.985757e-02                    4.621659e-04                    6.642915e-03                    1.370414e-02 
bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_2.4      twi_2.4 vs class | tin_4.6      twi_2.4 vs class | bin_6.8 
                   8.060337e-03                    1.409114e-04                    4.032934e-04                    9.462977e-05 
    twi_2.4 vs class | bin_8.10    twi_2.4 vs class | bin_10.12      twi_2.4 vs class | twi_4.6     twi_2.4 vs class | mef2_6.8 
                   5.709806e-05                    2.318077e-04                    8.023561e-04                    1.421156e-04 
   twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12      twi_4.6 vs class | tin_2.4      twi_4.6 vs class | bin_6.8 
                   3.182196e-04                    7.365332e-04                    1.135792e-01                    2.629949e-02 
    twi_4.6 vs class | bin_8.10    twi_4.6 vs class | bin_10.12     twi_4.6 vs class | mef2_6.8    twi_4.6 vs class | mef2_8.10 
                   1.404329e-02                    2.376137e-03                    1.718670e-02                    1.523843e-02 
  twi_4.6 vs class | mef2_10.12      bap_6.8 vs class | tin_2.4      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                   6.030202e-02                    1.227983e-01                    1.113327e-01                    1.530271e-01 
    mef2_4.6 vs class | twi_4.6     mef2_6.8 vs class | tin_2.4     mef2_6.8 vs class | tin_4.6     mef2_6.8 vs class | bin_6.8 
                   8.459157e-02                    1.294228e-01                    5.941545e-02                    1.645851e-01 
   mef2_6.8 vs class | bin_8.10     mef2_6.8 vs class | twi_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_2.4 
                   3.599832e-02                    9.483579e-02                    5.302719e-02                    5.414763e-04 
   mef2_8.10 vs class | tin_4.6    mef2_8.10 vs class | bin_6.8   mef2_8.10 vs class | bin_8.10  mef2_8.10 vs class | bin_10.12 
                   4.799753e-04                    4.647460e-03                    5.392334e-04                    2.517586e-03 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6   mef2_8.10 vs class | mef2_6.8 mef2_8.10 vs class | mef2_10.12 
                   8.045659e-03                    5.000956e-04                    3.200704e-03                    2.473049e-02 
  mef2_10.12 vs class | tin_2.4   mef2_10.12 vs class | tin_4.6   mef2_10.12 vs class | bin_6.8  mef2_10.12 vs class | bin_8.10 
                   1.585402e-06                    2.123641e-06                    8.992958e-07                    2.602599e-06 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6  mef2_10.12 vs class | mef2_6.8 
                   2.074361e-06                    3.853507e-05                    3.205595e-06                    3.980101e-07 
mef2_10.12 vs class | mef2_8.10 
                   3.529703e-05 

adjC.pvals.inx at n = 1 
            tin_2.4 vs class |              tin_4.6 vs class |              bin_6.8 vs class |             bin_8.10 vs class |  
                              7                               6                               5                               5 
          bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |             mef2_6.8 vs class |  
                              6                               7                               7                               9 
          mef2_8.10 vs class |           mef2_10.12 vs class |       tin_2.4 vs class | bin_6.8     tin_2.4 vs class | mef2_6.8 
                             10                               7                               1                               1 
   tin_2.4 vs class | mef2_8.10      tin_4.6 vs class | tin_2.4      tin_4.6 vs class | bin_6.8     tin_4.6 vs class | bin_8.10 
                              1                               1                               1                               1 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4      tin_4.6 vs class | twi_4.6     tin_4.6 vs class | mef2_6.8 
                              1                               1                               1                               1 
   tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_2.4 
                              1                               1                               1                               1 
     bin_6.8 vs class | tin_4.6      bin_6.8 vs class | twi_4.6     bin_6.8 vs class | mef2_6.8   bin_6.8 vs class | mef2_10.12 
                              1                               1                               1                               1 
    bin_8.10 vs class | tin_4.6     bin_8.10 vs class | twi_4.6    bin_8.10 vs class | mef2_6.8   bin_8.10 vs class | mef2_8.10 
                              1                               1                               1                               1 
   bin_10.12 vs class | tin_2.4    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | bin_6.8   bin_10.12 vs class | bin_8.10 
                              1                               1                               1                               1 
   bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6   bin_10.12 vs class | mef2_6.8  bin_10.12 vs class | mef2_8.10 
                              1                               1                               1                               1 
bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_2.4      twi_2.4 vs class | tin_4.6      twi_2.4 vs class | bin_6.8 
                              1                               1                               1                               1 
    twi_2.4 vs class | bin_8.10    twi_2.4 vs class | bin_10.12      twi_2.4 vs class | twi_4.6     twi_2.4 vs class | mef2_6.8 
                              1                               1                               1                               1 
   twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12      twi_4.6 vs class | tin_2.4      twi_4.6 vs class | bin_6.8 
                              1                               1                               1                               1 
    twi_4.6 vs class | bin_8.10    twi_4.6 vs class | bin_10.12     twi_4.6 vs class | mef2_6.8    twi_4.6 vs class | mef2_8.10 
                              1                               1                               1                               1 
  twi_4.6 vs class | mef2_10.12      bap_6.8 vs class | tin_2.4      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                              1                               1                               1                               1 
    mef2_4.6 vs class | twi_4.6     mef2_6.8 vs class | tin_2.4     mef2_6.8 vs class | tin_4.6     mef2_6.8 vs class | bin_6.8 
                              1                               1                               1                               1 
   mef2_6.8 vs class | bin_8.10     mef2_6.8 vs class | twi_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_2.4 
                              1                               1                               1                               1 
   mef2_8.10 vs class | tin_4.6    mef2_8.10 vs class | bin_6.8   mef2_8.10 vs class | bin_8.10  mef2_8.10 vs class | bin_10.12 
                              1                               1                               1                               1 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6   mef2_8.10 vs class | mef2_6.8 mef2_8.10 vs class | mef2_10.12 
                              1                               1                               1                               1 
  mef2_10.12 vs class | tin_2.4   mef2_10.12 vs class | tin_4.6   mef2_10.12 vs class | bin_6.8  mef2_10.12 vs class | bin_8.10 
                              1                               1                               1                               1 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6  mef2_10.12 vs class | mef2_6.8 
                              1                               1                               1                               1 
mef2_10.12 vs class | mef2_8.10 
                              1 

adjC.pvals (adjusted) at n = 1 
            tin_2.4 vs class |              tin_4.6 vs class |              bin_6.8 vs class |             bin_8.10 vs class |  
                   9.142523e-01                    1.943043e-01                    8.913175e-01                    7.158488e-01 
          bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |             mef2_6.8 vs class |  
                   4.985757e-02                    8.023561e-04                    4.246267e-01                    6.166995e-01 
          mef2_8.10 vs class |           mef2_10.12 vs class |       tin_2.4 vs class | bin_6.8     tin_2.4 vs class | mef2_6.8 
                   2.473049e-02                    3.853507e-05                    1.545490e-01                    1.497074e-01 
   tin_2.4 vs class | mef2_8.10      tin_4.6 vs class | tin_2.4      tin_4.6 vs class | bin_6.8     tin_4.6 vs class | bin_8.10 
                   1.097836e-01                    6.696045e-02                    6.883292e-03                    2.637106e-02 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4      tin_4.6 vs class | twi_4.6     tin_4.6 vs class | mef2_6.8 
                   4.713425e-02                    1.943043e-01                    1.834392e-01                    6.610780e-03 
   tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_2.4 
                   9.089412e-03                    2.469825e-02                    7.411457e-02                    1.110262e-01 
     bin_6.8 vs class | tin_4.6      bin_6.8 vs class | twi_4.6     bin_6.8 vs class | mef2_6.8   bin_6.8 vs class | mef2_10.12 
                   5.659680e-02                    1.283666e-01                    1.176806e-01                    8.811901e-02 
    bin_8.10 vs class | tin_4.6     bin_8.10 vs class | twi_4.6    bin_8.10 vs class | mef2_6.8   bin_8.10 vs class | mef2_8.10 
                   1.928011e-01                    5.995453e-02                    2.049149e-02                    6.130916e-02 
   bin_10.12 vs class | tin_2.4    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | bin_6.8   bin_10.12 vs class | bin_8.10 
                   7.541429e-03                    1.543615e-02                    3.517281e-02                    3.473919e-02 
   bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6   bin_10.12 vs class | mef2_6.8  bin_10.12 vs class | mef2_8.10 
                   4.985757e-02                    4.621659e-04                    6.642915e-03                    1.370414e-02 
bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_2.4      twi_2.4 vs class | tin_4.6      twi_2.4 vs class | bin_6.8 
                   8.060337e-03                    1.409114e-04                    4.032934e-04                    9.462977e-05 
    twi_2.4 vs class | bin_8.10    twi_2.4 vs class | bin_10.12      twi_2.4 vs class | twi_4.6     twi_2.4 vs class | mef2_6.8 
                   5.709806e-05                    2.318077e-04                    8.023561e-04                    1.421156e-04 
   twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12      twi_4.6 vs class | tin_2.4      twi_4.6 vs class | bin_6.8 
                   3.182196e-04                    7.365332e-04                    1.135792e-01                    2.629949e-02 
    twi_4.6 vs class | bin_8.10    twi_4.6 vs class | bin_10.12     twi_4.6 vs class | mef2_6.8    twi_4.6 vs class | mef2_8.10 
                   1.404329e-02                    2.376137e-03                    1.718670e-02                    1.523843e-02 
  twi_4.6 vs class | mef2_10.12      bap_6.8 vs class | tin_2.4      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                   6.030202e-02                    1.227983e-01                    1.113327e-01                    1.530271e-01 
    mef2_4.6 vs class | twi_4.6     mef2_6.8 vs class | tin_2.4     mef2_6.8 vs class | tin_4.6     mef2_6.8 vs class | bin_6.8 
                   8.459157e-02                    1.294228e-01                    5.941545e-02                    1.645851e-01 
   mef2_6.8 vs class | bin_8.10     mef2_6.8 vs class | twi_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_2.4 
                   3.599832e-02                    9.483579e-02                    5.302719e-02                    5.414763e-04 
   mef2_8.10 vs class | tin_4.6    mef2_8.10 vs class | bin_6.8   mef2_8.10 vs class | bin_8.10  mef2_8.10 vs class | bin_10.12 
                   4.799753e-04                    4.647460e-03                    5.392334e-04                    2.517586e-03 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6   mef2_8.10 vs class | mef2_6.8 mef2_8.10 vs class | mef2_10.12 
                   8.045659e-03                    5.000956e-04                    3.200704e-03                    2.473049e-02 
  mef2_10.12 vs class | tin_2.4   mef2_10.12 vs class | tin_4.6   mef2_10.12 vs class | bin_6.8  mef2_10.12 vs class | bin_8.10 
                   1.585402e-06                    2.123641e-06                    8.992958e-07                    2.602599e-06 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6  mef2_10.12 vs class | mef2_6.8 
                   2.074361e-06                    3.853507e-05                    3.205595e-06                    3.980101e-07 
mef2_10.12 vs class | mef2_8.10 
                   3.529703e-05 

adjC.delete
 tin_2.4 vs class |   bin_6.8 vs class |  bin_8.10 vs class |   twi_4.6 vs class |  mef2_6.8 vs class |  
                   1                    3                    4                    7                    8 

delete.inx
[1]  1  4  5  8 13

to.delete
 [1]  TRUE FALSE  TRUE  TRUE FALSE FALSE  TRUE  TRUE FALSE FALSE  TRUE  TRUE FALSE  TRUE  TRUE  TRUE FALSE FALSE  TRUE  TRUE FALSE FALSE FALSE  TRUE
[25] FALSE  TRUE  TRUE FALSE FALSE  TRUE  TRUE FALSE  TRUE FALSE  TRUE  TRUE FALSE  TRUE  TRUE FALSE FALSE  TRUE FALSE  TRUE  TRUE FALSE  TRUE  TRUE
[49] FALSE FALSE  TRUE  TRUE  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE  TRUE FALSE  TRUE  TRUE  TRUE FALSE  TRUE FALSE  TRUE  TRUE FALSE
[73] FALSE  TRUE  TRUE FALSE  TRUE FALSE  TRUE  TRUE FALSE FALSE  TRUE  TRUE FALSE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255



ciTests.adjC.removed
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


$`tin_2.4 vs class | bin_6.8`
$`tin_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074


$`tin_4.6 vs class | tin_2.4`
$`tin_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045


$`tin_4.6 vs class | bin_6.8`
$`tin_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292


$`tin_4.6 vs class | bin_8.10`
$`tin_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078


$`bin_6.8 vs class | tin_2.4`
$`bin_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666


$`bin_6.8 vs class | mef2_6.8`
$`bin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453


$`bin_8.10 vs class | mef2_6.8`
$`bin_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149


$`bin_10.12 vs class | tin_2.4`
$`bin_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281


$`bin_10.12 vs class | bin_8.10`
$`bin_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659


$`bin_10.12 vs class | mef2_6.8`
$`bin_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915


$`twi_2.4 vs class | tin_2.4`
$`twi_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05


$`twi_2.4 vs class | twi_4.6`
$`twi_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156


$`twi_4.6 vs class | tin_2.4`
$`twi_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949


$`twi_4.6 vs class | bin_8.10`
$`twi_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867


$`bap_6.8 vs class | tin_2.4`
$`bap_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1227983


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.08459157


$`mef2_6.8 vs class | tin_2.4`
$`mef2_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851


$`mef2_6.8 vs class | bin_8.10`
$`mef2_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579


$`mef2_8.10 vs class | tin_2.4`
$`mef2_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763


$`mef2_8.10 vs class | bin_6.8`
$`mef2_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956


$`mef2_8.10 vs class | mef2_6.8`
$`mef2_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704


$`mef2_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06


$`mef2_10.12 vs class | bin_6.8`
$`mef2_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07


$`mef2_10.12 vs class | bin_8.10`
$`mef2_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06


$`mef2_10.12 vs class | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07



Variables left after iteration 1 : tin_4.6, bin_10.12, twi_2.4, mef2_8.10, mef2_10.12, tin_2.4, tin_6.8, bin_6.8, bin_8.10, twi_4.6, bap_6.8, mef2_4.6, mef2_6.8 

adjC
[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

[[11]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07411457

[[12]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

[[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901

[[14]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

[[15]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

[[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

[[17]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[18]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

[[19]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

[[20]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

[[21]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

[[22]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

[[23]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[24]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

[[25]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

[[26]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202

[[27]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1113327

[[28]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1530271

[[29]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

[[30]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719

[[31]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

[[32]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

[[33]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

[[34]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

[[35]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

[[36]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

[[37]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

[[38]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

======================================

Conditioning on sets of 2 variable(s) from tin_4.6, bin_10.12, twi_2.4, mef2_8.10, mef2_10.12, tin_2.4, tin_6.8, bin_6.8, bin_8.10, twi_4.6, bap_6.8, mef2_4.6, mef2_6.8 

adjC at n = 2 
[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

[[11]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07411457

[[12]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

[[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901

[[14]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

[[15]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

[[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

[[17]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[18]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

[[19]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

[[20]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

[[21]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

[[22]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

[[23]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[24]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

[[25]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

[[26]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202

[[27]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1113327

[[28]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1530271

[[29]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

[[30]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719

[[31]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

[[32]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

[[33]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

[[34]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

[[35]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

[[36]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

[[37]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

[[38]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05


ciTests.adjC at n = 2 
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

$`tin_4.6 vs class | `[[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

$`tin_4.6 vs class | `[[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1058286

$`tin_4.6 vs class | `[[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01108497

$`tin_4.6 vs class | `[[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.05063014

$`tin_4.6 vs class | `[[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$`tin_4.6 vs class | `[[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$`tin_4.6 vs class | `[[17]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$`tin_4.6 vs class | `[[18]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$`tin_4.6 vs class | `[[19]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$`tin_4.6 vs class | `[[20]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.5559477

$`tin_4.6 vs class | `[[21]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007

$`tin_4.6 vs class | `[[22]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522

$`tin_4.6 vs class | `[[23]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.08957331

$`tin_4.6 vs class | `[[24]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

$`bin_10.12 vs class | `[[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.04848555

$`bin_10.12 vs class | `[[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

$`bin_10.12 vs class | `[[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$`bin_10.12 vs class | `[[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

$`bin_10.12 vs class | `[[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

$`bin_10.12 vs class | `[[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.03684494

$`bin_10.12 vs class | `[[17]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

$`bin_10.12 vs class | `[[18]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.03756174

$`bin_10.12 vs class | `[[19]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`bin_10.12 vs class | `[[20]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

$`bin_10.12 vs class | `[[21]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.001679767

$`bin_10.12 vs class | `[[22]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.004186691

$`bin_10.12 vs class | `[[23]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1369419

$`bin_10.12 vs class | `[[24]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.02609775

$`bin_10.12 vs class | `[[25]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.05423518

$`bin_10.12 vs class | `[[26]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.01187981

$`bin_10.12 vs class | `[[27]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

$`twi_2.4 vs class | `[[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.00874291

$`twi_2.4 vs class | `[[12]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

$`twi_2.4 vs class | `[[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

$`twi_2.4 vs class | `[[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

$`twi_2.4 vs class | `[[15]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.002146782

$`twi_2.4 vs class | `[[16]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.006836549

$`twi_2.4 vs class | `[[17]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01189757

$`twi_2.4 vs class | `[[18]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.00368511

$`twi_2.4 vs class | `[[19]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.004885323

$`twi_2.4 vs class | `[[20]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`twi_2.4 vs class | `[[21]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

$`twi_2.4 vs class | `[[22]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.01105627

$`twi_2.4 vs class | `[[23]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.02226305

$`twi_2.4 vs class | `[[24]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.02373219

$`twi_2.4 vs class | `[[25]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.004920807

$`twi_2.4 vs class | `[[26]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.004813495

$`twi_2.4 vs class | `[[27]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01098585

$`twi_2.4 vs class | `[[28]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.02428905

$`twi_2.4 vs class | `[[29]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

$`mef2_8.10 vs class | `[[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$`mef2_8.10 vs class | `[[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$`mef2_8.10 vs class | `[[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$`mef2_8.10 vs class | `[[14]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.0004742238

$`mef2_8.10 vs class | `[[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.01089523

$`mef2_8.10 vs class | `[[16]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

$`mef2_8.10 vs class | `[[17]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.001429097

$`mef2_8.10 vs class | `[[18]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | `[[19]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | `[[20]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539

$`mef2_8.10 vs class | `[[21]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.00189637

$`mef2_8.10 vs class | `[[22]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.03963391

$`mef2_8.10 vs class | `[[23]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.008641874

$`mef2_8.10 vs class | `[[24]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.01285547

$`mef2_8.10 vs class | `[[25]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01036166

$`mef2_8.10 vs class | `[[26]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1391683


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

$`mef2_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

$`mef2_10.12 vs class | `[[11]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.0002492523

$`mef2_10.12 vs class | `[[12]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

$`mef2_10.12 vs class | `[[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

$`mef2_10.12 vs class | `[[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

$`mef2_10.12 vs class | `[[15]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=1.230885e-06

$`mef2_10.12 vs class | `[[16]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=2.502871e-06

$`mef2_10.12 vs class | `[[17]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=2.302961e-05

$`mef2_10.12 vs class | `[[18]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.0001107243

$`mef2_10.12 vs class | `[[19]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$`mef2_10.12 vs class | `[[20]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | `[[21]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391

$`mef2_10.12 vs class | `[[22]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=4.69487e-05

$`mef2_10.12 vs class | `[[23]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.0004658182

$`mef2_10.12 vs class | `[[24]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=5.82693e-05

$`mef2_10.12 vs class | `[[25]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=3.669852e-05

$`mef2_10.12 vs class | `[[26]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=1.394778e-05


$`tin_2.4 vs class | mef2_8.10`
$`tin_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$`tin_2.4 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883

$`tin_2.4 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.2913416

$`tin_2.4 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7167319

$`tin_2.4 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.2663508

$`tin_2.4 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.3303361

$`tin_2.4 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.8584466


$`tin_4.6 vs class | bin_10.12`
$`tin_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$`tin_4.6 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$`tin_4.6 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$`tin_4.6 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1058286

$`tin_4.6 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.5559477


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$`tin_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$`tin_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734


$`tin_4.6 vs class | mef2_8.10`
$`tin_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$`tin_4.6 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$`tin_4.6 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$`tin_4.6 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612

$`tin_4.6 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

$`tin_4.6 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.05063014

$`tin_4.6 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007


$`tin_4.6 vs class | mef2_10.12`
$`tin_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

$`tin_4.6 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$`tin_4.6 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$`tin_4.6 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612

$`tin_4.6 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01108497

$`tin_4.6 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522

$`tin_4.6 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.08957331


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07411457

$`tin_6.8 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.1449092

$`tin_6.8 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.2110459

$`tin_6.8 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.0104998

$`tin_6.8 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.01840003

$`tin_6.8 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4708942


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$`bin_6.8 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821

$`bin_6.8 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.3163484

$`bin_6.8 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.4658007

$`bin_6.8 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.02599964

$`bin_6.8 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.4310655

$`bin_6.8 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2596625

$`bin_6.8 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.2638401

$`bin_6.8 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.1838562


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901

$`bin_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.02599964

$`bin_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.25174

$`bin_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3653592

$`bin_6.8 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205

$`bin_6.8 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.1540618

$`bin_6.8 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.03220348


$`bin_8.10 vs class | tin_4.6`
$`bin_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$`bin_8.10 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926

$`bin_8.10 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4267402

$`bin_8.10 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.2076089

$`bin_8.10 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.4063321

$`bin_8.10 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.8394169

$`bin_8.10 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.401434

$`bin_8.10 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4166574

$`bin_8.10 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.07674474


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$`bin_8.10 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.2076089

$`bin_8.10 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1255629

$`bin_8.10 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3354767

$`bin_8.10 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07872323

$`bin_8.10 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.1978705

$`bin_8.10 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.03816637


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

$`bin_10.12 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$`bin_10.12 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

$`bin_10.12 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

$`bin_10.12 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

$`bin_10.12 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1369419

$`bin_10.12 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.02609775

$`bin_10.12 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.05423518


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

$`bin_10.12 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

$`bin_10.12 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`bin_10.12 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994


$`bin_10.12 vs class | mef2_8.10`
$`bin_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$`bin_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$`bin_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`bin_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904

$`bin_10.12 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.04848555

$`bin_10.12 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.03756174

$`bin_10.12 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.001679767


$`bin_10.12 vs class | mef2_10.12`
$`bin_10.12 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

$`bin_10.12 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

$`bin_10.12 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

$`bin_10.12 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904

$`bin_10.12 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.03684494

$`bin_10.12 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.004186691

$`bin_10.12 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.01187981


$`twi_2.4 vs class | tin_4.6`
$`twi_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

$`twi_2.4 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

$`twi_2.4 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

$`twi_2.4 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

$`twi_2.4 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.006836549

$`twi_2.4 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.00368511

$`twi_2.4 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.004920807

$`twi_2.4 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.004813495

$`twi_2.4 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01098585


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

$`twi_2.4 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

$`twi_2.4 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`twi_2.4 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

$`twi_2.4 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.002146782

$`twi_2.4 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.01105627


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

$`twi_2.4 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

$`twi_2.4 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`twi_2.4 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487

$`twi_2.4 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.00874291

$`twi_2.4 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.004885323

$`twi_2.4 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.02226305


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

$`twi_2.4 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

$`twi_2.4 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

$`twi_2.4 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487

$`twi_2.4 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01189757

$`twi_2.4 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.02373219

$`twi_2.4 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.02428905


$`twi_4.6 vs class | bin_10.12`
$`twi_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$`twi_4.6 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.05839999

$`twi_4.6 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.06798706

$`twi_4.6 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.002438668

$`twi_4.6 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.0302528

$`twi_4.6 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.03652631


$`twi_4.6 vs class | mef2_8.10`
$`twi_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$`twi_4.6 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

$`twi_4.6 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.002438668

$`twi_4.6 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3662643

$`twi_4.6 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.1009497

$`twi_4.6 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2336423

$`twi_4.6 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01342228


$`twi_4.6 vs class | mef2_10.12`
$`twi_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202

$`twi_4.6 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

$`twi_4.6 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.0302528

$`twi_4.6 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.5057647

$`twi_4.6 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.1009497

$`twi_4.6 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1452756

$`twi_4.6 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1962107


$`bap_6.8 vs class | tin_4.6`
$`bap_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1113327

$`bap_6.8 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.5694921

$`bap_6.8 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4266023

$`bap_6.8 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.6044891

$`bap_6.8 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.5687354

$`bap_6.8 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.4167604

$`bap_6.8 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2813819

$`bap_6.8 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.08027607

$`bap_6.8 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.4331631


$`mef2_4.6 vs class | tin_4.6`
$`mef2_4.6 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1530271

$`mef2_4.6 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.1916953

$`mef2_4.6 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4127116

$`mef2_4.6 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.8850217

$`mef2_4.6 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.5169833

$`mef2_4.6 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.5277339

$`mef2_4.6 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.394269

$`mef2_4.6 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1042943

$`mef2_4.6 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.8217097


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$`mef2_6.8 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.1862612

$`mef2_6.8 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.3904484

$`mef2_6.8 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.4748459

$`mef2_6.8 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.1260892

$`mef2_6.8 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.1981648

$`mef2_6.8 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.03345065

$`mef2_6.8 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2846928

$`mef2_6.8 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4963351


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719

$`mef2_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.1260892

$`mef2_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.06485196

$`mef2_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.365671

$`mef2_6.8 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2628485

$`mef2_6.8 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.02235583

$`mef2_6.8 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.1384875


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$`mef2_8.10 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$`mef2_8.10 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$`mef2_8.10 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.01089523

$`mef2_8.10 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.001429097

$`mef2_8.10 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.008641874

$`mef2_8.10 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.01285547

$`mef2_8.10 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01036166


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$`mef2_8.10 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$`mef2_8.10 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.0004742238

$`mef2_8.10 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.00189637


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$`mef2_8.10 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$`mef2_8.10 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539


$`mef2_8.10 vs class | mef2_10.12`
$`mef2_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

$`mef2_8.10 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$`mef2_8.10 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539

$`mef2_8.10 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

$`mef2_8.10 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.03963391

$`mef2_8.10 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1391683


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

$`mef2_10.12 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

$`mef2_10.12 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

$`mef2_10.12 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

$`mef2_10.12 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=2.502871e-06

$`mef2_10.12 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=2.302961e-05

$`mef2_10.12 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=5.82693e-05

$`mef2_10.12 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=3.669852e-05

$`mef2_10.12 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=1.394778e-05


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

$`mef2_10.12 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

$`mef2_10.12 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$`mef2_10.12 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=1.230885e-06

$`mef2_10.12 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=4.69487e-05


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

$`mef2_10.12 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

$`mef2_10.12 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$`mef2_10.12 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391


$`mef2_10.12 vs class | mef2_8.10`
$`mef2_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

$`mef2_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

$`mef2_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391

$`mef2_10.12 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.0002492523

$`mef2_10.12 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.0001107243

$`mef2_10.12 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.0004658182



adjC.pvals at n = 2 
            tin_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |            mef2_8.10 vs class |  
                   0.5873665797                    0.2894873265                    0.0332915650                    0.2176538522 
         mef2_10.12 vs class |     tin_2.4 vs class | mef2_8.10    tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4 
                   0.0023243909                    0.9313883422                    0.5873665797                    0.5873665797 
   tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_4.6 
                   0.3633864924                    0.4473400190                    0.4708941847                    0.6772820715 
  bin_6.8 vs class | mef2_10.12     bin_8.10 vs class | tin_4.6   bin_8.10 vs class | mef2_8.10    bin_10.12 vs class | tin_4.6 
                   0.5207204823                    0.9211925782                    0.3354767388                    0.2894873265 
   bin_10.12 vs class | twi_2.4  bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_4.6 
                   0.1433169716                    0.0909582055                    0.1199399940                    0.0332915650 
   twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12 
                   0.0214221426                    0.0262497500                    0.0332915650                    0.0679870572 
   twi_4.6 vs class | mef2_8.10   twi_4.6 vs class | mef2_10.12      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                   0.3662643465                    0.5232919782                    0.6044891299                    0.8850217007 
    mef2_6.8 vs class | tin_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12 
                   0.4963350718                    0.3656709818                    0.0607074869                    0.0751901383 
   mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 mef2_10.12 vs class | bin_10.12 
                   0.2176538522                    0.2176538522                    0.0005276895                    0.0002637363 
  mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_8.10 
                   0.0023243909                    0.0023243909 

adjC.pvals.inx at n = 2 
            tin_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |            mef2_8.10 vs class |  
                             15                              15                              14                              20 
         mef2_10.12 vs class |     tin_2.4 vs class | mef2_8.10    tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4 
                             21                               2                               2                               2 
   tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_4.6 
                              3                               3                               6                               2 
  bin_6.8 vs class | mef2_10.12     bin_8.10 vs class | tin_4.6   bin_8.10 vs class | mef2_8.10    bin_10.12 vs class | tin_4.6 
                              5                               2                               4                               5 
   bin_10.12 vs class | twi_2.4  bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_4.6 
                              2                               3                               3                               4 
   twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12 
                              4                               2                               2                               3 
   twi_4.6 vs class | mef2_8.10   twi_4.6 vs class | mef2_10.12      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                              4                               2                               4                               4 
    mef2_6.8 vs class | tin_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12 
                              9                               4                               4                               4 
   mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 mef2_10.12 vs class | bin_10.12 
                              4                               4                               4                               3 
  mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_8.10 
                              4                               4 

adjC.pvals (adjusted) at n = 2 
            tin_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |            mef2_8.10 vs class |  
                   0.5873665797                    0.2894873265                    0.0332915650                    0.2176538522 
         mef2_10.12 vs class |     tin_2.4 vs class | mef2_8.10    tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4 
                   0.0023243909                    0.9313883422                    0.5873665797                    0.5873665797 
   tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_4.6 
                   0.3633864924                    0.4473400190                    0.4708941847                    0.6772820715 
  bin_6.8 vs class | mef2_10.12     bin_8.10 vs class | tin_4.6   bin_8.10 vs class | mef2_8.10    bin_10.12 vs class | tin_4.6 
                   0.5207204823                    0.9211925782                    0.3354767388                    0.2894873265 
   bin_10.12 vs class | twi_2.4  bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_4.6 
                   0.1433169716                    0.0909582055                    0.1199399940                    0.0332915650 
   twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12 
                   0.0214221426                    0.0262497500                    0.0332915650                    0.0679870572 
   twi_4.6 vs class | mef2_8.10   twi_4.6 vs class | mef2_10.12      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                   0.3662643465                    0.5232919782                    0.6044891299                    0.8850217007 
    mef2_6.8 vs class | tin_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12 
                   0.4963350718                    0.3656709818                    0.0607074869                    0.0751901383 
   mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 mef2_10.12 vs class | bin_10.12 
                   0.2176538522                    0.2176538522                    0.0005276895                    0.0002637363 
  mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_8.10 
                   0.0023243909                    0.0023243909 

adjC.delete
            tin_4.6 vs class |            bin_10.12 vs class |            mef2_8.10 vs class |     tin_2.4 vs class | mef2_8.10 
                              1                               2                               4                               6 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4    tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12 
                              7                               8                               9                              10 
   tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_4.6   bin_6.8 vs class | mef2_10.12     bin_8.10 vs class | tin_4.6 
                             11                              12                              13                              14 
  bin_8.10 vs class | mef2_8.10    bin_10.12 vs class | tin_4.6    twi_4.6 vs class | mef2_8.10   twi_4.6 vs class | mef2_10.12 
                             15                              16                              25                              26 
     bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6     mef2_6.8 vs class | tin_4.6  mef2_6.8 vs class | mef2_10.12 
                             27                              28                              29                              30 
   mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12 
                             33                              34 

delete.inx
[1]  2  6 14

to.delete
 [1]  TRUE  TRUE FALSE  TRUE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE FALSE  TRUE FALSE  TRUE  TRUE  TRUE FALSE  TRUE
[25]  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE FALSE  TRUE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

[[4]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205

[[6]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926

[[7]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.8394169

[[8]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.4310655


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

[[9]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

[[10]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

[[11]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

[[12]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2336423

[[13]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.8584466


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

[[14]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

[[15]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522


[[16]]
[[16]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.4167604

[[16]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2596625


[[17]]
[[17]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2813819

[[17]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.401434


[[18]]
[[18]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.5277339

[[18]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.2638401


[[19]]
[[19]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.394269

[[19]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4166574


[[20]]
[[20]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2846928

[[20]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.4331631


[[21]]
[[21]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4963351

[[21]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.8217097


[[22]]
[[22]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

[[22]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205



ciTests.adjC.removed
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


$`tin_2.4 vs class | bin_6.8`
$`tin_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074


$`tin_4.6 vs class | tin_2.4`
$`tin_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045


$`tin_4.6 vs class | bin_6.8`
$`tin_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292


$`tin_4.6 vs class | bin_8.10`
$`tin_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078


$`bin_6.8 vs class | tin_2.4`
$`bin_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666


$`bin_6.8 vs class | mef2_6.8`
$`bin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453


$`bin_8.10 vs class | mef2_6.8`
$`bin_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149


$`bin_10.12 vs class | tin_2.4`
$`bin_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281


$`bin_10.12 vs class | bin_8.10`
$`bin_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659


$`bin_10.12 vs class | mef2_6.8`
$`bin_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915


$`twi_2.4 vs class | tin_2.4`
$`twi_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05


$`twi_2.4 vs class | twi_4.6`
$`twi_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156


$`twi_4.6 vs class | tin_2.4`
$`twi_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949


$`twi_4.6 vs class | bin_8.10`
$`twi_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867


$`bap_6.8 vs class | tin_2.4`
$`bap_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1227983


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.08459157


$`mef2_6.8 vs class | tin_2.4`
$`mef2_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851


$`mef2_6.8 vs class | bin_8.10`
$`mef2_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579


$`mef2_8.10 vs class | tin_2.4`
$`mef2_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763


$`mef2_8.10 vs class | bin_6.8`
$`mef2_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956


$`mef2_8.10 vs class | mef2_6.8`
$`mef2_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704


$`mef2_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06


$`mef2_10.12 vs class | bin_6.8`
$`mef2_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07


$`mef2_10.12 vs class | bin_8.10`
$`mef2_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06


$`mef2_10.12 vs class | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

$`tin_4.6 vs class | `[[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

$`tin_4.6 vs class | `[[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1058286

$`tin_4.6 vs class | `[[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01108497

$`tin_4.6 vs class | `[[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.05063014

$`tin_4.6 vs class | `[[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$`tin_4.6 vs class | `[[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$`tin_4.6 vs class | `[[17]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$`tin_4.6 vs class | `[[18]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$`tin_4.6 vs class | `[[19]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$`tin_4.6 vs class | `[[20]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.5559477

$`tin_4.6 vs class | `[[21]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007

$`tin_4.6 vs class | `[[22]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522

$`tin_4.6 vs class | `[[23]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.08957331

$`tin_4.6 vs class | `[[24]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

$`bin_10.12 vs class | `[[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.04848555

$`bin_10.12 vs class | `[[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

$`bin_10.12 vs class | `[[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$`bin_10.12 vs class | `[[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

$`bin_10.12 vs class | `[[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

$`bin_10.12 vs class | `[[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.03684494

$`bin_10.12 vs class | `[[17]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

$`bin_10.12 vs class | `[[18]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.03756174

$`bin_10.12 vs class | `[[19]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`bin_10.12 vs class | `[[20]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

$`bin_10.12 vs class | `[[21]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.001679767

$`bin_10.12 vs class | `[[22]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.004186691

$`bin_10.12 vs class | `[[23]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1369419

$`bin_10.12 vs class | `[[24]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.02609775

$`bin_10.12 vs class | `[[25]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.05423518

$`bin_10.12 vs class | `[[26]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.01187981

$`bin_10.12 vs class | `[[27]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

$`mef2_8.10 vs class | `[[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$`mef2_8.10 vs class | `[[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$`mef2_8.10 vs class | `[[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$`mef2_8.10 vs class | `[[14]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.0004742238

$`mef2_8.10 vs class | `[[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.01089523

$`mef2_8.10 vs class | `[[16]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

$`mef2_8.10 vs class | `[[17]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.001429097

$`mef2_8.10 vs class | `[[18]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | `[[19]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | `[[20]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539

$`mef2_8.10 vs class | `[[21]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.00189637

$`mef2_8.10 vs class | `[[22]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.03963391

$`mef2_8.10 vs class | `[[23]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.008641874

$`mef2_8.10 vs class | `[[24]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.01285547

$`mef2_8.10 vs class | `[[25]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01036166

$`mef2_8.10 vs class | `[[26]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1391683


$`tin_2.4 vs class | mef2_8.10`
$`tin_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$`tin_2.4 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883

$`tin_2.4 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.2913416

$`tin_2.4 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7167319

$`tin_2.4 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.2663508

$`tin_2.4 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.3303361

$`tin_2.4 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.8584466


$`tin_4.6 vs class | bin_10.12`
$`tin_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$`tin_4.6 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$`tin_4.6 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$`tin_4.6 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1058286

$`tin_4.6 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.5559477


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$`tin_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$`tin_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734


$`tin_4.6 vs class | mef2_8.10`
$`tin_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$`tin_4.6 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$`tin_4.6 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$`tin_4.6 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612

$`tin_4.6 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

$`tin_4.6 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.05063014

$`tin_4.6 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007


$`tin_4.6 vs class | mef2_10.12`
$`tin_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

$`tin_4.6 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$`tin_4.6 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$`tin_4.6 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612

$`tin_4.6 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01108497

$`tin_4.6 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522

$`tin_4.6 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.08957331


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07411457

$`tin_6.8 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.1449092

$`tin_6.8 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.2110459

$`tin_6.8 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.0104998

$`tin_6.8 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.01840003

$`tin_6.8 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4708942


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$`bin_6.8 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821

$`bin_6.8 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.3163484

$`bin_6.8 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.4658007

$`bin_6.8 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.02599964

$`bin_6.8 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.4310655

$`bin_6.8 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2596625

$`bin_6.8 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.2638401

$`bin_6.8 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.1838562


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901

$`bin_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.02599964

$`bin_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.25174

$`bin_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3653592

$`bin_6.8 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205

$`bin_6.8 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.1540618

$`bin_6.8 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.03220348


$`bin_8.10 vs class | tin_4.6`
$`bin_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$`bin_8.10 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926

$`bin_8.10 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4267402

$`bin_8.10 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.2076089

$`bin_8.10 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.4063321

$`bin_8.10 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.8394169

$`bin_8.10 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.401434

$`bin_8.10 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4166574

$`bin_8.10 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.07674474


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$`bin_8.10 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.2076089

$`bin_8.10 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1255629

$`bin_8.10 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3354767

$`bin_8.10 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07872323

$`bin_8.10 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.1978705

$`bin_8.10 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.03816637


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

$`bin_10.12 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$`bin_10.12 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

$`bin_10.12 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

$`bin_10.12 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

$`bin_10.12 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1369419

$`bin_10.12 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.02609775

$`bin_10.12 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.05423518


$`bin_10.12 vs class | mef2_8.10`
$`bin_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$`bin_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$`bin_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`bin_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904

$`bin_10.12 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.04848555

$`bin_10.12 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.03756174

$`bin_10.12 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.001679767


$`twi_2.4 vs class | tin_4.6`
$`twi_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

$`twi_2.4 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

$`twi_2.4 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

$`twi_2.4 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

$`twi_2.4 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.006836549

$`twi_2.4 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.00368511

$`twi_2.4 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.004920807

$`twi_2.4 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.004813495

$`twi_2.4 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01098585


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

$`twi_2.4 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

$`twi_2.4 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`twi_2.4 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

$`twi_2.4 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.002146782

$`twi_2.4 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.01105627


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

$`twi_2.4 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

$`twi_2.4 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`twi_2.4 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487

$`twi_2.4 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.00874291

$`twi_2.4 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.004885323

$`twi_2.4 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.02226305


$`twi_4.6 vs class | bin_10.12`
$`twi_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$`twi_4.6 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.05839999

$`twi_4.6 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.06798706

$`twi_4.6 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.002438668

$`twi_4.6 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.0302528

$`twi_4.6 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.03652631


$`twi_4.6 vs class | mef2_8.10`
$`twi_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$`twi_4.6 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

$`twi_4.6 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.002438668

$`twi_4.6 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3662643

$`twi_4.6 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.1009497

$`twi_4.6 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2336423

$`twi_4.6 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01342228


$`twi_4.6 vs class | mef2_10.12`
$`twi_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202

$`twi_4.6 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

$`twi_4.6 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.0302528

$`twi_4.6 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.5057647

$`twi_4.6 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.1009497

$`twi_4.6 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1452756

$`twi_4.6 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1962107


$`bap_6.8 vs class | tin_4.6`
$`bap_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1113327

$`bap_6.8 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.5694921

$`bap_6.8 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4266023

$`bap_6.8 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.6044891

$`bap_6.8 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.5687354

$`bap_6.8 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.4167604

$`bap_6.8 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2813819

$`bap_6.8 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.08027607

$`bap_6.8 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.4331631


$`mef2_4.6 vs class | tin_4.6`
$`mef2_4.6 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1530271

$`mef2_4.6 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.1916953

$`mef2_4.6 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4127116

$`mef2_4.6 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.8850217

$`mef2_4.6 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.5169833

$`mef2_4.6 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.5277339

$`mef2_4.6 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.394269

$`mef2_4.6 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1042943

$`mef2_4.6 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.8217097


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$`mef2_6.8 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.1862612

$`mef2_6.8 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.3904484

$`mef2_6.8 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.4748459

$`mef2_6.8 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.1260892

$`mef2_6.8 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.1981648

$`mef2_6.8 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.03345065

$`mef2_6.8 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2846928

$`mef2_6.8 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4963351


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719

$`mef2_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.1260892

$`mef2_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.06485196

$`mef2_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.365671

$`mef2_6.8 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2628485

$`mef2_6.8 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.02235583

$`mef2_6.8 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.1384875


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$`mef2_8.10 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$`mef2_8.10 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$`mef2_8.10 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.01089523

$`mef2_8.10 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.001429097

$`mef2_8.10 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.008641874

$`mef2_8.10 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.01285547

$`mef2_8.10 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01036166


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$`mef2_8.10 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$`mef2_8.10 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.0004742238

$`mef2_8.10 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.00189637


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$`mef2_8.10 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$`mef2_8.10 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539


$`mef2_8.10 vs class | mef2_10.12`
$`mef2_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

$`mef2_8.10 vs class | mef2_10.12`[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$`mef2_8.10 vs class | mef2_10.12`[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | mef2_10.12`[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539

$`mef2_8.10 vs class | mef2_10.12`[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

$`mef2_8.10 vs class | mef2_10.12`[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.03963391

$`mef2_8.10 vs class | mef2_10.12`[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1391683


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

$`mef2_10.12 vs class | tin_4.6`[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

$`mef2_10.12 vs class | tin_4.6`[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

$`mef2_10.12 vs class | tin_4.6`[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

$`mef2_10.12 vs class | tin_4.6`[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=2.502871e-06

$`mef2_10.12 vs class | tin_4.6`[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=2.302961e-05

$`mef2_10.12 vs class | tin_4.6`[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=5.82693e-05

$`mef2_10.12 vs class | tin_4.6`[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=3.669852e-05

$`mef2_10.12 vs class | tin_4.6`[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=1.394778e-05


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

$`mef2_10.12 vs class | bin_10.12`[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

$`mef2_10.12 vs class | bin_10.12`[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$`mef2_10.12 vs class | bin_10.12`[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | bin_10.12`[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=1.230885e-06

$`mef2_10.12 vs class | bin_10.12`[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=4.69487e-05


$`mef2_10.12 vs class | mef2_8.10`
$`mef2_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

$`mef2_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

$`mef2_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391

$`mef2_10.12 vs class | mef2_8.10`[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.0002492523

$`mef2_10.12 vs class | mef2_8.10`[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.0001107243

$`mef2_10.12 vs class | mef2_8.10`[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.0004658182



Variables left after iteration 2 : twi_2.4, mef2_10.12, bin_10.12 

adjC
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

======================================

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

[[1]][[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498

[[1]][[11]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883

[[1]][[12]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.2913416

[[1]][[13]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7167319

[[1]][[14]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.2663508

[[1]][[15]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.3303361

[[1]][[16]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.8584466


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

[[2]][[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

[[2]][[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

[[2]][[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1058286

[[2]][[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01108497

[[2]][[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.05063014

[[2]][[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

[[2]][[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

[[2]][[17]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

[[2]][[18]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

[[2]][[19]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

[[2]][[20]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.5559477

[[2]][[21]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007

[[2]][[22]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522

[[2]][[23]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.08957331

[[2]][[24]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.802965

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.1449092

[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.2110459

[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.0104998

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.01840003

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4708942


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

[[4]][[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

[[4]][[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

[[4]][[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901

[[4]][[11]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821

[[4]][[12]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.3163484

[[4]][[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.4658007

[[4]][[14]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.02599964

[[4]][[15]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.4310655

[[4]][[16]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2596625

[[4]][[17]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.2638401

[[4]][[18]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.1838562

[[4]][[19]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.25174

[[4]][[20]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3653592

[[4]][[21]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205

[[4]][[22]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.1540618

[[4]][[23]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.03220348


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[5]][[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

[[5]][[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

[[5]][[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605

[[5]][[11]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926

[[5]][[12]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4267402

[[5]][[13]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.2076089

[[5]][[14]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.4063321

[[5]][[15]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.8394169

[[5]][[16]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.401434

[[5]][[17]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4166574

[[5]][[18]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.07674474

[[5]][[19]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1255629

[[5]][[20]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3354767

[[5]][[21]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07872323

[[5]][[22]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.1978705

[[5]][[23]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.03816637


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

[[6]][[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

[[6]][[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

[[6]][[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

[[6]][[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.04848555

[[6]][[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

[[6]][[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

[[6]][[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

[[6]][[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

[[6]][[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.03684494

[[6]][[17]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

[[6]][[18]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.03756174

[[6]][[19]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

[[6]][[20]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

[[6]][[21]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.001679767

[[6]][[22]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.004186691

[[6]][[23]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1369419

[[6]][[24]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.02609775

[[6]][[25]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.05423518

[[6]][[26]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.01187981

[[6]][[27]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

[[7]][[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[7]][[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.00874291

[[7]][[12]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

[[7]][[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

[[7]][[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

[[7]][[15]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.002146782

[[7]][[16]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.006836549

[[7]][[17]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01189757

[[7]][[18]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.00368511

[[7]][[19]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.004885323

[[7]][[20]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

[[7]][[21]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

[[7]][[22]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.01105627

[[7]][[23]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.02226305

[[7]][[24]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.02373219

[[7]][[25]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.004920807

[[7]][[26]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.004813495

[[7]][[27]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01098585

[[7]][[28]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.02428905

[[7]][[29]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

[[8]][[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

[[8]][[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202

[[8]][[11]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.05839999

[[8]][[12]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.06798706

[[8]][[13]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.002438668

[[8]][[14]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.0302528

[[8]][[15]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.03652631

[[8]][[16]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

[[8]][[17]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3662643

[[8]][[18]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.1009497

[[8]][[19]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2336423

[[8]][[20]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01342228

[[8]][[21]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

[[8]][[22]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.5057647

[[8]][[23]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1452756

[[8]][[24]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1962107


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5788043


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3455264

[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.5694921

[[10]][[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4266023

[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.6044891

[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.5687354

[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.4167604

[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2813819

[[10]][[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.08027607

[[10]][[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.4331631


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4986634


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6512876

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.1916953

[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4127116

[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.8850217

[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.5169833

[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.5277339

[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.394269

[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1042943

[[12]][[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.8217097


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

[[13]][[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719

[[13]][[11]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.1862612

[[13]][[12]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.3904484

[[13]][[13]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.4748459

[[13]][[14]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.1260892

[[13]][[15]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.1981648

[[13]][[16]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.03345065

[[13]][[17]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2846928

[[13]][[18]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4963351

[[13]][[19]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.06485196

[[13]][[20]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.365671

[[13]][[21]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2628485

[[13]][[22]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.02235583

[[13]][[23]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.1384875


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

[[14]][[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

[[14]][[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

[[14]][[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

[[14]][[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

[[14]][[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

[[14]][[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

[[14]][[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

[[14]][[14]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.0004742238

[[14]][[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.01089523

[[14]][[16]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

[[14]][[17]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.001429097

[[14]][[18]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

[[14]][[19]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

[[14]][[20]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539

[[14]][[21]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.00189637

[[14]][[22]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.03963391

[[14]][[23]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.008641874

[[14]][[24]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.01285547

[[14]][[25]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01036166

[[14]][[26]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1391683


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07

[[15]][[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06

[[15]][[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

[[15]][[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

[[15]][[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06

[[15]][[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

[[15]][[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

[[15]][[11]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.0002492523

[[15]][[12]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

[[15]][[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

[[15]][[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

[[15]][[15]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=1.230885e-06

[[15]][[16]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=2.502871e-06

[[15]][[17]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=2.302961e-05

[[15]][[18]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.0001107243

[[15]][[19]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

[[15]][[20]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

[[15]][[21]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391

[[15]][[22]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=4.69487e-05

[[15]][[23]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.0004658182

[[15]][[24]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=5.82693e-05

[[15]][[25]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=3.669852e-05

[[15]][[26]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=1.394778e-05



adjC.uncond

[1]  7 15

adjC.filtered

[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337


adjC.before.filtering

[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

[[4]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205

[[6]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926

[[7]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.8394169

[[8]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.4310655


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

[[9]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

[[10]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

[[11]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

[[12]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2336423

[[13]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.8584466


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

[[14]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

[[15]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522


[[16]]
[[16]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.4167604

[[16]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2596625


[[17]]
[[17]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2813819

[[17]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.401434


[[18]]
[[18]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.5277339

[[18]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.2638401


[[19]]
[[19]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.394269

[[19]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4166574


[[20]]
[[20]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2846928

[[20]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.4331631


[[21]]
[[21]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4963351

[[21]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.8217097


[[22]]
[[22]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

[[22]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

[[4]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205

[[6]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926

[[7]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.8394169

[[8]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.4310655


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

[[9]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

[[10]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

[[11]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

[[12]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2336423

[[13]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.8584466


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

[[14]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

[[15]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522


[[16]]
[[16]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.4167604

[[16]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2596625


[[17]]
[[17]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2813819

[[17]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.401434


[[18]]
[[18]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.5277339

[[18]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.2638401


[[19]]
[[19]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.394269

[[19]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4166574


[[20]]
[[20]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2846928

[[20]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.4331631


[[21]]
[[21]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4963351

[[21]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.8217097


[[22]]
[[22]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

[[22]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205



adjC
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337


removed.ids
 [1] "tin_2.4 vs class | "             "bin_6.8 vs class | "             "bin_8.10 vs class | "            "twi_4.6 vs class | "            
 [5] "mef2_6.8 vs class | "            "tin_2.4 vs class | bin_6.8"      "tin_2.4 vs class | mef2_6.8"     "tin_4.6 vs class | tin_2.4"     
 [9] "tin_4.6 vs class | bin_6.8"      "tin_4.6 vs class | bin_8.10"     "tin_4.6 vs class | twi_4.6"      "tin_4.6 vs class | mef2_6.8"    
[13] "bin_6.8 vs class | tin_2.4"      "bin_6.8 vs class | twi_4.6"      "bin_6.8 vs class | mef2_6.8"     "bin_8.10 vs class | twi_4.6"    
[17] "bin_8.10 vs class | mef2_6.8"    "bin_10.12 vs class | tin_2.4"    "bin_10.12 vs class | bin_6.8"    "bin_10.12 vs class | bin_8.10"  
[21] "bin_10.12 vs class | twi_4.6"    "bin_10.12 vs class | mef2_6.8"   "twi_2.4 vs class | tin_2.4"      "twi_2.4 vs class | bin_6.8"     
[25] "twi_2.4 vs class | bin_8.10"     "twi_2.4 vs class | twi_4.6"      "twi_2.4 vs class | mef2_6.8"     "twi_4.6 vs class | tin_2.4"     
[29] "twi_4.6 vs class | bin_6.8"      "twi_4.6 vs class | bin_8.10"     "twi_4.6 vs class | mef2_6.8"     "bap_6.8 vs class | tin_2.4"     
[33] "mef2_4.6 vs class | twi_4.6"     "mef2_6.8 vs class | tin_2.4"     "mef2_6.8 vs class | bin_6.8"     "mef2_6.8 vs class | bin_8.10"   
[37] "mef2_6.8 vs class | twi_4.6"     "mef2_8.10 vs class | tin_2.4"    "mef2_8.10 vs class | bin_6.8"    "mef2_8.10 vs class | bin_8.10"  
[41] "mef2_8.10 vs class | twi_4.6"    "mef2_8.10 vs class | mef2_6.8"   "mef2_10.12 vs class | tin_2.4"   "mef2_10.12 vs class | bin_6.8"  
[45] "mef2_10.12 vs class | bin_8.10"  "mef2_10.12 vs class | twi_4.6"   "mef2_10.12 vs class | mef2_6.8"  "tin_4.6 vs class | "            
[49] "bin_10.12 vs class | "           "mef2_8.10 vs class | "           "tin_2.4 vs class | mef2_8.10"    "tin_4.6 vs class | bin_10.12"   
[53] "tin_4.6 vs class | twi_2.4"      "tin_4.6 vs class | mef2_8.10"    "tin_4.6 vs class | mef2_10.12"   "tin_6.8 vs class | bin_10.12"   
[57] "bin_6.8 vs class | tin_4.6"      "bin_6.8 vs class | mef2_10.12"   "bin_8.10 vs class | tin_4.6"     "bin_8.10 vs class | mef2_8.10"  
[61] "bin_10.12 vs class | tin_4.6"    "bin_10.12 vs class | mef2_8.10"  "twi_2.4 vs class | tin_4.6"      "twi_2.4 vs class | bin_10.12"   
[65] "twi_2.4 vs class | mef2_8.10"    "twi_4.6 vs class | bin_10.12"    "twi_4.6 vs class | mef2_8.10"    "twi_4.6 vs class | mef2_10.12"  
[69] "bap_6.8 vs class | tin_4.6"      "mef2_4.6 vs class | tin_4.6"     "mef2_6.8 vs class | tin_4.6"     "mef2_6.8 vs class | mef2_10.12" 
[73] "mef2_8.10 vs class | tin_4.6"    "mef2_8.10 vs class | bin_10.12"  "mef2_8.10 vs class | twi_2.4"    "mef2_8.10 vs class | mef2_10.12"
[77] "mef2_10.12 vs class | tin_4.6"   "mef2_10.12 vs class | bin_10.12" "mef2_10.12 vs class | mef2_8.10"

direct.nodes
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07


indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764


joint.nodes
[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776


conditional.nodes
[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337


direct.inx
   twi_2.4 mef2_10.12 
         7         15 

indirect.inx
  tin_2.4   bin_6.8  bin_8.10   twi_4.6  mef2_6.8   tin_4.6 mef2_8.10 
        1         4         5         8        13         2        14 

joint.inx
bin_10.12 
        6 

conditional.inx
bin_10.12 bin_10.12 
        6         6 

Dsep
$tin_2.4
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$tin_4.6
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$tin_6.8
NULL

$bin_6.8
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$bin_8.10
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$bin_10.12
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

$twi_2.4
NULL

$twi_4.6
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$mef2_8.10
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539

$mef2_10.12
NULL


all.joint.ids
 [1] "bin_8.10 vs class | tin_2.4"             "tin_2.4 vs class | bin_8.10"             "bin_8.10 vs class | bin_6.8"            
 [4] "bin_6.8 vs class | bin_8.10"             "tin_2.4 vs class | tin_4.6,mef2_8.10"    "tin_4.6 vs class | tin_2.4,mef2_8.10"   
 [7] "tin_4.6 vs class | tin_2.4,mef2_8.10"    "tin_2.4 vs class | tin_4.6,mef2_8.10"    "bin_6.8 vs class | bin_10.12,tin_4.6"   
[10] "bin_10.12 vs class | bin_6.8,tin_4.6"    "bin_6.8 vs class | mef2_8.10,mef2_10.12" "mef2_8.10 vs class | bin_6.8,mef2_10.12"
[13] "bin_8.10 vs class | bin_10.12,tin_4.6"   "bin_10.12 vs class | bin_8.10,tin_4.6"   "bin_8.10 vs class | bin_6.8,tin_4.6"    
[16] "bin_6.8 vs class | bin_8.10,tin_4.6"     "bin_10.12 vs class | bin_6.8,tin_4.6"    "bin_6.8 vs class | bin_10.12,tin_4.6"   
[19] "bin_10.12 vs class | bin_8.10,tin_4.6"   "bin_8.10 vs class | bin_10.12,tin_4.6"   "twi_4.6 vs class | tin_4.6,mef2_8.10"   
[22] "tin_4.6 vs class | twi_4.6,mef2_8.10"    "twi_4.6 vs class | tin_4.6,mef2_8.10"    "tin_4.6 vs class | twi_4.6,mef2_8.10"   
[25] "twi_4.6 vs class | tin_2.4,mef2_8.10"    "tin_2.4 vs class | twi_4.6,mef2_8.10"    "twi_4.6 vs class | tin_4.6,mef2_10.12"  
[28] "tin_4.6 vs class | twi_4.6,mef2_10.12"   "twi_4.6 vs class | tin_4.6,mef2_10.12"   "tin_4.6 vs class | twi_4.6,mef2_10.12"  
[31] "bap_6.8 vs class | bin_6.8,tin_4.6"      "bin_6.8 vs class | bap_6.8,tin_4.6"      "bap_6.8 vs class | bin_8.10,tin_4.6"    
[34] "bin_8.10 vs class | bap_6.8,tin_4.6"     "mef2_4.6 vs class | bin_6.8,tin_4.6"     "bin_6.8 vs class | mef2_4.6,tin_4.6"    
[37] "mef2_4.6 vs class | bin_8.10,tin_4.6"    "bin_8.10 vs class | mef2_4.6,tin_4.6"    "mef2_6.8 vs class | bap_6.8,tin_4.6"    
[40] "bap_6.8 vs class | mef2_6.8,tin_4.6"     "mef2_6.8 vs class | mef2_4.6,tin_4.6"    "mef2_4.6 vs class | mef2_6.8,tin_4.6"   
[43] "mef2_8.10 vs class | bin_6.8,mef2_10.12" "bin_6.8 vs class | mef2_8.10,mef2_10.12"

edges
[[1]]
EDGE twi_2.4[7] -> tin_2.4[1] based on 1 test(s)

[[2]]
EDGE twi_2.4[7] -> bin_6.8[4] based on 1 test(s)

[[3]]
EDGE twi_2.4[7] -> bin_8.10[5] based on 1 test(s)

[[4]]
EDGE twi_2.4[7] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE twi_2.4[7] -> mef2_6.8[13] based on 1 test(s)

[[6]]
EDGE twi_2.4[7] -> tin_4.6[2] based on 1 test(s)

[[7]]
EDGE mef2_10.12[15] -> tin_4.6[2] based on 1 test(s)

[[8]]
EDGE twi_2.4[7] -> mef2_8.10[14] based on 1 test(s)

[[9]]
EDGE mef2_10.12[15] -> mef2_8.10[14] based on 1 test(s)

[[10]]
EDGE bin_6.8[4] <-> bin_10.12[6] based on 2 test(s)

[[11]]
EDGE bin_8.10[5] <-> bin_10.12[6] based on 2 test(s)

[[12]]
EDGE twi_2.4[7] - - mef2_10.12[15] based on 2 test(s)

[[13]]
EDGE bin_10.12[6] - twi_2.4[7] based on 2 test(s)

[[14]]
EDGE bin_10.12[6] .. twi_2.4[7] based on 1 test(s)

[[15]]
EDGE bin_10.12[6] .. mef2_10.12[15] based on 1 test(s)


stats
$setE.pvals
     tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4 
1.320963e-01 7.244114e-03 8.029650e-01 1.054367e-01 8.737329e-02 2.709776e-03 7.814058e-06 1.255730e-02 5.788043e-01 3.455264e-01 4.986634e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.512876e-01 1.432970e-01 3.982764e-04 4.173005e-07 

$setE.log2FC
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    twi_6.8    bap_6.8   mef2_2.4   mef2_4.6   mef2_6.8 
-1.3339007 -2.6988976  0.1016841  0.9735278  1.3885653  1.9328858       -Inf -1.9188632 -0.3598959  0.5729899 -0.9899463  0.1713346  0.6324909 
 mef2_8.10 mef2_10.12 
 1.6463630  2.3665390 

$setE.selected
   tin_2.4    tin_4.6    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6   mef2_6.8  mef2_8.10 mef2_10.12 
         1          2          4          5          6          7          8         13         14         15 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

$ciTests[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

$ciTests[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

$ciTests[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

$ciTests[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

$ciTests[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$ciTests[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

$ciTests[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

$ciTests[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$ciTests[[1]][[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498

$ciTests[[1]][[11]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.9313883

$ciTests[[1]][[12]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.2913416

$ciTests[[1]][[13]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7167319

$ciTests[[1]][[14]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.2663508

$ciTests[[1]][[15]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.3303361

$ciTests[[1]][[16]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.8584466


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

$ciTests[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

$ciTests[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

$ciTests[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

$ciTests[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$ciTests[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$ciTests[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

$ciTests[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

$ciTests[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$ciTests[[2]][[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

$ciTests[[2]][[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2011819

$ciTests[[2]][[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1058286

$ciTests[[2]][[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01108497

$ciTests[[2]][[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.05063014

$ciTests[[2]][[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$ciTests[[2]][[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$ciTests[[2]][[17]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$ciTests[[2]][[18]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$ciTests[[2]][[19]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$ciTests[[2]][[20]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.5559477

$ciTests[[2]][[21]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2786007

$ciTests[[2]][[22]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.3234522

$ciTests[[2]][[23]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.08957331

$ciTests[[2]][[24]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.802965

$ciTests[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.1449092

$ciTests[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.2110459

$ciTests[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.0104998

$ciTests[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.01840003

$ciTests[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4708942


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

$ciTests[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

$ciTests[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$ciTests[[4]][[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

$ciTests[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$ciTests[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$ciTests[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

$ciTests[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

$ciTests[[4]][[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

$ciTests[[4]][[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901

$ciTests[[4]][[11]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.6772821

$ciTests[[4]][[12]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.3163484

$ciTests[[4]][[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.4658007

$ciTests[[4]][[14]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.02599964

$ciTests[[4]][[15]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.4310655

$ciTests[[4]][[16]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2596625

$ciTests[[4]][[17]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.2638401

$ciTests[[4]][[18]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.1838562

$ciTests[[4]][[19]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.25174

$ciTests[[4]][[20]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3653592

$ciTests[[4]][[21]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.5207205

$ciTests[[4]][[22]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.1540618

$ciTests[[4]][[23]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.03220348


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

$ciTests[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

$ciTests[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$ciTests[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

$ciTests[[5]][[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$ciTests[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$ciTests[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

$ciTests[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

$ciTests[[5]][[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$ciTests[[5]][[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605

$ciTests[[5]][[11]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.9211926

$ciTests[[5]][[12]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4267402

$ciTests[[5]][[13]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.2076089

$ciTests[[5]][[14]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.4063321

$ciTests[[5]][[15]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.8394169

$ciTests[[5]][[16]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.401434

$ciTests[[5]][[17]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4166574

$ciTests[[5]][[18]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.07674474

$ciTests[[5]][[19]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1255629

$ciTests[[5]][[20]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3354767

$ciTests[[5]][[21]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07872323

$ciTests[[5]][[22]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.1978705

$ciTests[[5]][[23]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.03816637


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

$ciTests[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

$ciTests[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$ciTests[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

$ciTests[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

$ciTests[[6]][[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

$ciTests[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

$ciTests[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

$ciTests[[6]][[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$ciTests[[6]][[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

$ciTests[[6]][[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.04848555

$ciTests[[6]][[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

$ciTests[[6]][[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$ciTests[[6]][[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

$ciTests[[6]][[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.2894873

$ciTests[[6]][[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.03684494

$ciTests[[6]][[17]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2048396

$ciTests[[6]][[18]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.03756174

$ciTests[[6]][[19]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$ciTests[[6]][[20]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

$ciTests[[6]][[21]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.001679767

$ciTests[[6]][[22]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.004186691

$ciTests[[6]][[23]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1369419

$ciTests[[6]][[24]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.02609775

$ciTests[[6]][[25]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.05423518

$ciTests[[6]][[26]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.01187981

$ciTests[[6]][[27]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

$ciTests[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

$ciTests[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

$ciTests[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05

$ciTests[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05

$ciTests[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

$ciTests[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

$ciTests[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

$ciTests[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

$ciTests[[7]][[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

$ciTests[[7]][[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.00874291

$ciTests[[7]][[12]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

$ciTests[[7]][[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

$ciTests[[7]][[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

$ciTests[[7]][[15]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.002146782

$ciTests[[7]][[16]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.006836549

$ciTests[[7]][[17]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.01189757

$ciTests[[7]][[18]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.00368511

$ciTests[[7]][[19]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.004885323

$ciTests[[7]][[20]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$ciTests[[7]][[21]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

$ciTests[[7]][[22]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.01105627

$ciTests[[7]][[23]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.02226305

$ciTests[[7]][[24]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.02373219

$ciTests[[7]][[25]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.004920807

$ciTests[[7]][[26]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.004813495

$ciTests[[7]][[27]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01098585

$ciTests[[7]][[28]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.02428905

$ciTests[[7]][[29]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

$ciTests[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

$ciTests[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

$ciTests[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

$ciTests[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

$ciTests[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$ciTests[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$ciTests[[8]][[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

$ciTests[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$ciTests[[8]][[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202

$ciTests[[8]][[11]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.05839999

$ciTests[[8]][[12]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.06798706

$ciTests[[8]][[13]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.002438668

$ciTests[[8]][[14]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.0302528

$ciTests[[8]][[15]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.03652631

$ciTests[[8]][[16]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3525911

$ciTests[[8]][[17]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3662643

$ciTests[[8]][[18]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.1009497

$ciTests[[8]][[19]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.2336423

$ciTests[[8]][[20]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01342228

$ciTests[[8]][[21]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.523292

$ciTests[[8]][[22]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.5057647

$ciTests[[8]][[23]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1452756

$ciTests[[8]][[24]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1962107


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5788043


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3455264

$ciTests[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.5694921

$ciTests[[10]][[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4266023

$ciTests[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.6044891

$ciTests[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.5687354

$ciTests[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.4167604

$ciTests[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.2813819

$ciTests[[10]][[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.08027607

$ciTests[[10]][[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.4331631


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4986634


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6512876

$ciTests[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.1916953

$ciTests[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.4127116

$ciTests[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.8850217

$ciTests[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.5169833

$ciTests[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.5277339

$ciTests[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.394269

$ciTests[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.1042943

$ciTests[[12]][[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.8217097


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

$ciTests[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

$ciTests[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$ciTests[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

$ciTests[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

$ciTests[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

$ciTests[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$ciTests[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

$ciTests[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

$ciTests[[13]][[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719

$ciTests[[13]][[11]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12,tin_4.6[6,2], reliable=TRUE, p.value=0.1862612

$ciTests[[13]][[12]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4,tin_4.6[7,2], reliable=TRUE, p.value=0.3904484

$ciTests[[13]][[13]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,tin_4.6[14,2], reliable=TRUE, p.value=0.4748459

$ciTests[[13]][[14]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12,tin_4.6[15,2], reliable=TRUE, p.value=0.1260892

$ciTests[[13]][[15]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.1981648

$ciTests[[13]][[16]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.03345065

$ciTests[[13]][[17]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.2846928

$ciTests[[13]][[18]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.4963351

$ciTests[[13]][[19]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.06485196

$ciTests[[13]][[20]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.365671

$ciTests[[13]][[21]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2628485

$ciTests[[13]][[22]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.02235583

$ciTests[[13]][[23]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.1384875


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

$ciTests[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

$ciTests[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$ciTests[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

$ciTests[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

$ciTests[[14]][[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$ciTests[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$ciTests[[14]][[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

$ciTests[[14]][[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

$ciTests[[14]][[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

$ciTests[[14]][[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$ciTests[[14]][[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$ciTests[[14]][[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$ciTests[[14]][[14]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.0004742238

$ciTests[[14]][[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=0.01089523

$ciTests[[14]][[16]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.2135087

$ciTests[[14]][[17]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=0.001429097

$ciTests[[14]][[18]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$ciTests[[14]][[19]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$ciTests[[14]][[20]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539

$ciTests[[14]][[21]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.00189637

$ciTests[[14]][[22]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6,mef2_10.12[8,15], reliable=TRUE, p.value=0.03963391

$ciTests[[14]][[23]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=0.008641874

$ciTests[[14]][[24]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=0.01285547

$ciTests[[14]][[25]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=0.01036166

$ciTests[[14]][[26]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.1391683


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

$ciTests[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

$ciTests[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

$ciTests[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07

$ciTests[[15]][[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06

$ciTests[[15]][[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

$ciTests[[15]][[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

$ciTests[[15]][[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06

$ciTests[[15]][[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

$ciTests[[15]][[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

$ciTests[[15]][[11]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4,mef2_8.10[1,14], reliable=TRUE, p.value=0.0002492523

$ciTests[[15]][[12]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

$ciTests[[15]][[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

$ciTests[[15]][[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

$ciTests[[15]][[15]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=1.230885e-06

$ciTests[[15]][[16]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8,tin_4.6[4,2], reliable=TRUE, p.value=2.502871e-06

$ciTests[[15]][[17]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,tin_4.6[5,2], reliable=TRUE, p.value=2.302961e-05

$ciTests[[15]][[18]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.0001107243

$ciTests[[15]][[19]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$ciTests[[15]][[20]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$ciTests[[15]][[21]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391

$ciTests[[15]][[22]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=4.69487e-05

$ciTests[[15]][[23]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.0004658182

$ciTests[[15]][[24]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8,tin_4.6[10,2], reliable=TRUE, p.value=5.82693e-05

$ciTests[[15]][[25]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_4.6,tin_4.6[12,2], reliable=TRUE, p.value=3.669852e-05

$ciTests[[15]][[26]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8,tin_4.6[13,2], reliable=TRUE, p.value=1.394778e-05



$final.calls
         name            type        explained.by explained.pval conditional.type                           conditional.on conditional.explained
1     tin_2.4 strong indirect             twi_2.4      0.7640303                                                                                
2     tin_4.6 strong indirect twi_2.4, mef2_10.12      0.4473400                                                                                
3     tin_6.8   no dependence                                 NA                                                                                
4     bin_6.8 strong indirect             twi_2.4      0.3825728                                                                                
5    bin_8.10 strong indirect             twi_2.4      0.2859863                                                                                
6   bin_10.12           joint    bin_6.8, tin_4.6      0.2894873  direct | direct bin_10.12:twi_2.4 | bin_10.12:mef2_10.12                      
7     twi_2.4          direct                                 NA                                                                                
8     twi_4.6 strong indirect             twi_2.4      0.4246267                                                                                
9     twi_6.8   no dependence                                 NA                                                                                
10    bap_6.8   no dependence                                 NA                                                                                
11   mef2_2.4   no dependence                                 NA                                                                                
12   mef2_4.6   no dependence                                 NA                                                                                
13   mef2_6.8 strong indirect             twi_2.4      0.3292265                                                                                
14  mef2_8.10 strong indirect twi_2.4, mef2_10.12      0.2176539                                                                                
15 mef2_10.12          direct                                 NA                                                                                
   conditional.pval marginal.pval     log2FC
1                    1.320963e-01 -1.3339007
2                    7.244114e-03 -2.6988976
3                    8.029650e-01  0.1016841
4                    1.054367e-01  0.9735278
5                    8.737329e-02  1.3885653
6                    2.709776e-03  1.9328858
7                    7.814058e-06       -Inf
8                    1.255730e-02 -1.9188632
9                    5.788043e-01 -0.3598959
10                   3.455264e-01  0.5729899
11                   4.986634e-01 -0.9899463
12                   6.512876e-01  0.1713346
13                   1.432970e-01  0.6324909
14                   3.982764e-04  1.6463630
15                   4.173005e-07  2.3665390

