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_4.6  bin_10.12    twi_2.4    twi_4.6  mef2_8.10 mef2_10.12 
         2          6          7          8         14         15 

setE.names
[1] "tin_4.6"    "bin_10.12"  "twi_2.4"    "twi_4.6"    "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 mef2_6.8  mef2_8.10
tin_2.4         NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA         NA
tin_4.6         NA      NA      NA      NA       NA 0.1415399 0.0001071477 3.270998e-18      NA      NA       NA       NA       NA 0.44205838
tin_6.8         NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA         NA
bin_6.8         NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA         NA
bin_8.10        NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA         NA
bin_10.12       NA      NA      NA      NA       NA        NA 0.0001042056 4.230128e-02      NA      NA       NA       NA       NA 0.25504890
twi_2.4         NA      NA      NA      NA       NA        NA           NA 3.957062e-07      NA      NA       NA       NA       NA 0.01392374
twi_4.6         NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA 0.91883141
twi_6.8         NA      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         NA
mef2_2.4        NA      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         NA
mef2_6.8        NA      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         NA
mef2_10.12      NA      NA      NA      NA       NA        NA           NA           NA      NA      NA       NA       NA       NA         NA
             mef2_10.12
tin_2.4              NA
tin_4.6    3.672816e-01
tin_6.8              NA
bin_6.8              NA
bin_8.10             NA
bin_10.12  4.324185e-01
twi_2.4    4.093156e-03
twi_4.6    4.754486e-02
twi_6.8              NA
bap_6.8              NA
mef2_2.4             NA
mef2_4.6             NA
mef2_6.8             NA
mef2_8.10  7.829188e-13
mef2_10.12           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 mef2_8.10
tin_2.4         NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
tin_4.6         NA      NA      NA      NA       NA 0.5721474 0.001477481 1.552473e-16      NA      NA       NA       NA       NA 0.2144334
tin_6.8         NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
bin_6.8         NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
bin_8.10        NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
bin_10.12       NA      NA      NA      NA       NA        NA 0.002668925 6.555489e-03      NA      NA       NA       NA       NA 0.7103023
twi_2.4         NA      NA      NA      NA       NA        NA          NA 9.485799e-06      NA      NA       NA       NA       NA 0.2175023
twi_4.6         NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA 0.3038329
twi_6.8         NA      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        NA
mef2_2.4        NA      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        NA
mef2_6.8        NA      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        NA
mef2_10.12      NA      NA      NA      NA       NA        NA          NA           NA      NA      NA       NA       NA       NA        NA
             mef2_10.12
tin_2.4              NA
tin_4.6    5.510711e-01
tin_6.8              NA
bin_6.8              NA
bin_8.10             NA
bin_10.12  5.665111e-01
twi_2.4    2.227058e-01
twi_4.6    1.683323e-01
twi_6.8              NA
bap_6.8              NA
mef2_2.4             NA
mef2_4.6             NA
mef2_6.8             NA
mef2_8.10  9.261039e-11
mef2_10.12           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 mef2_6.8
tin_2.4         NA 8.465004e-01      NA      NA       NA 2.617039e-01 7.640303e-01 9.142523e-01      NA      NA       NA       NA       NA
tin_4.6         NA           NA      NA      NA       NA 4.713425e-02 1.943043e-01 1.834392e-01      NA      NA       NA       NA       NA
tin_6.8         NA 3.244934e-01      NA      NA       NA 7.411457e-02 7.494677e-01 5.994667e-01      NA      NA       NA       NA       NA
bin_6.8         NA 5.659680e-02      NA      NA       NA 8.913175e-01 3.825728e-01 1.283666e-01      NA      NA       NA       NA       NA
bin_8.10        NA 1.928011e-01      NA      NA       NA 7.158488e-01 2.859863e-01 5.995453e-02      NA      NA       NA       NA       NA
bin_10.12       NA 1.543615e-02      NA      NA       NA           NA 4.985757e-02 4.621659e-04      NA      NA       NA       NA       NA
twi_2.4         NA 4.032934e-04      NA      NA       NA 2.318077e-04           NA 8.023561e-04      NA      NA       NA       NA       NA
twi_4.6         NA 2.523155e-01      NA      NA       NA 2.376137e-03 4.246267e-01           NA      NA      NA       NA       NA       NA
twi_6.8         NA 2.845718e-01      NA      NA       NA 2.630914e-01 9.421144e-01 5.689984e-01      NA      NA       NA       NA       NA
bap_6.8         NA 1.113327e-01      NA      NA       NA 6.642422e-01 5.675055e-01 3.054866e-01      NA      NA       NA       NA       NA
mef2_2.4        NA 8.139334e-01      NA      NA       NA 2.204881e-01 7.938197e-01 8.832532e-01      NA      NA       NA       NA       NA
mef2_4.6        NA 1.530271e-01      NA      NA       NA 2.414318e-01 5.248338e-01 8.459157e-02      NA      NA       NA       NA       NA
mef2_6.8        NA 5.941545e-02      NA      NA       NA 2.469630e-01 3.292265e-01 9.483579e-02      NA      NA       NA       NA       NA
mef2_8.10       NA 4.799753e-04      NA      NA       NA 2.517586e-03 8.045659e-03 5.000956e-04      NA      NA       NA       NA       NA
mef2_10.12      NA 2.123641e-06      NA      NA       NA 2.074361e-06 3.853507e-05 3.205595e-06      NA      NA       NA       NA       NA
              mef2_8.10   mef2_10.12
tin_2.4    1.097836e-01 0.2094498295
tin_4.6    9.089412e-03 0.0246982451
tin_6.8    2.464300e-01 0.2191380803
bin_6.8    6.504582e-01 0.0881190061
bin_8.10   6.130916e-02 0.2100605445
bin_10.12  1.370414e-02 0.0080603373
twi_2.4    3.182196e-04 0.0007365332
twi_4.6    1.523843e-02 0.0603020162
twi_6.8    4.950530e-01 0.3573129844
bap_6.8    8.109948e-01 0.7290315005
mef2_2.4   4.288442e-01 0.2276769598
mef2_4.6   8.265169e-01 0.4516750491
mef2_6.8   6.166995e-01 0.0530271942
mef2_8.10            NA 0.0247304931
mef2_10.12 3.529703e-05           NA

adjX.inx
[[1]]
NULL

[[2]]
[1] 7

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
[1] 7 8

[[7]]
[1]  6 14 15

[[8]]
[1]  6  7 15

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
NULL

[[14]]
[1]  7 15

[[15]]
[1]  7 14


condX.inx
[[1]]
NULL

[[2]]
[1]  6 14 15

[[3]]
NULL

[[4]]
NULL

[[5]]
NULL

[[6]]
[1]  2  7  8 14 15

[[7]]
[1]  2  6  8 14 15

[[8]]
[1]  6 14

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

[[13]]
NULL

[[14]]
[1]  2  6  7  8 15

[[15]]
[1]  2  6  7  8 14


setE.cond
   tin_4.6  bin_10.12    twi_2.4    twi_4.6  mef2_8.10 mef2_10.12 
         2          6          7          8         14         15 

onlySetE.cond
integer(0)

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]]
NULL

[[1]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[2]][[2]]
NULL

[[2]][[3]]
NULL

[[2]][[4]]
NULL

[[2]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[3]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[6]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[7]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[8]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[9]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[10]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[11]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[12]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[13]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[14]][[5]]
NULL

[[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]]
NULL

[[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]]
NULL

[[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]]
NULL

[[15]][[5]]
NULL

[[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]]
NULL

[[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_4.6, bin_10.12, twi_2.4, twi_4.6, mef2_8.10, mef2_10.12 

adjC at n = 1 
[[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 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[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=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

[[9]]
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

[[10]]
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

[[11]]
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

[[12]]
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

[[13]]
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

[[14]]
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

[[15]]
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

[[16]]
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

[[17]]
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

[[18]]
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

[[19]]
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

[[20]]
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

[[21]]
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

[[22]]
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

[[23]]
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

[[24]]
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

[[25]]
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

[[26]]
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

[[27]]
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

[[28]]
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

[[29]]
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

[[30]]
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

[[31]]
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_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=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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_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_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | `[[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

$`bin_10.12 vs class | `[[4]]
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 | `[[5]]
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 | `[[6]]
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_4.6[2], reliable=TRUE, p.value=0.0004032934

$`twi_2.4 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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_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_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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_4.6[2], reliable=TRUE, p.value=2.123641e-06

$`mef2_10.12 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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_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 | 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


$`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 | 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_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_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_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_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 | 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_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


$`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_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_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_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_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_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_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |  
                   1.943043e-01                    4.985757e-02                    8.023561e-04                    4.246267e-01 
          mef2_8.10 vs class |           mef2_10.12 vs class |     tin_4.6 vs class | bin_10.12    tin_4.6 vs class | mef2_8.10 
                   2.473049e-02                    3.853507e-05                    4.713425e-02                    9.089412e-03 
  tin_4.6 vs class | mef2_10.12    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6 
                   2.469825e-02                    1.543615e-02                    4.985757e-02                    4.621659e-04 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_4.6    twi_2.4 vs class | bin_10.12 
                   1.370414e-02                    8.060337e-03                    4.032934e-04                    2.318077e-04 
     twi_2.4 vs class | twi_4.6    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12 
                   8.023561e-04                    3.182196e-04                    7.365332e-04                    2.376137e-03 
   twi_4.6 vs class | mef2_8.10    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12    mef2_8.10 vs class | twi_2.4 
                   1.523843e-02                    4.799753e-04                    2.517586e-03                    8.045659e-03 
   mef2_8.10 vs class | twi_4.6 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 mef2_10.12 vs class | bin_10.12 
                   5.000956e-04                    2.473049e-02                    2.123641e-06                    2.074361e-06 
  mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6 mef2_10.12 vs class | mef2_8.10 
                   3.853507e-05                    3.205595e-06                    3.529703e-05 

adjC.pvals.inx at n = 1 
            tin_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |  
                              3                               3                               4                               4 
          mef2_8.10 vs class |           mef2_10.12 vs class |     tin_4.6 vs class | bin_10.12    tin_4.6 vs class | mef2_8.10 
                              6                               4                               1                               1 
  tin_4.6 vs class | mef2_10.12    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6 
                              1                               1                               1                               1 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_4.6    twi_2.4 vs class | bin_10.12 
                              1                               1                               1                               1 
     twi_2.4 vs class | twi_4.6    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12 
                              1                               1                               1                               1 
   twi_4.6 vs class | mef2_8.10    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12    mef2_8.10 vs class | twi_2.4 
                              1                               1                               1                               1 
   mef2_8.10 vs class | twi_4.6 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 mef2_10.12 vs class | bin_10.12 
                              1                               1                               1                               1 
  mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6 mef2_10.12 vs class | mef2_8.10 
                              1                               1                               1 

adjC.pvals (adjusted) at n = 1 
            tin_4.6 vs class |            bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |  
                   1.943043e-01                    4.985757e-02                    8.023561e-04                    4.246267e-01 
          mef2_8.10 vs class |           mef2_10.12 vs class |     tin_4.6 vs class | bin_10.12    tin_4.6 vs class | mef2_8.10 
                   2.473049e-02                    3.853507e-05                    4.713425e-02                    9.089412e-03 
  tin_4.6 vs class | mef2_10.12    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6 
                   2.469825e-02                    1.543615e-02                    4.985757e-02                    4.621659e-04 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_4.6    twi_2.4 vs class | bin_10.12 
                   1.370414e-02                    8.060337e-03                    4.032934e-04                    2.318077e-04 
     twi_2.4 vs class | twi_4.6    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12 
                   8.023561e-04                    3.182196e-04                    7.365332e-04                    2.376137e-03 
   twi_4.6 vs class | mef2_8.10    mef2_8.10 vs class | tin_4.6  mef2_8.10 vs class | bin_10.12    mef2_8.10 vs class | twi_2.4 
                   1.523843e-02                    4.799753e-04                    2.517586e-03                    8.045659e-03 
   mef2_8.10 vs class | twi_4.6 mef2_8.10 vs class | mef2_10.12   mef2_10.12 vs class | tin_4.6 mef2_10.12 vs class | bin_10.12 
                   5.000956e-04                    2.473049e-02                    2.123641e-06                    2.074361e-06 
  mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6 mef2_10.12 vs class | mef2_8.10 
                   3.853507e-05                    3.205595e-06                    3.529703e-05 

adjC.delete
tin_4.6 vs class |  twi_4.6 vs class |  
                  1                   4 

delete.inx
[1] 2 8

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

jointTests
[[1]]
[[1]][[1]]
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

[[1]][[2]]
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.adjC.removed
$`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=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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


$`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_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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


$`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 | 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


$`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 | 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


$`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 | 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_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 | 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



Variables left after iteration 1 : bin_10.12, twi_2.4, mef2_8.10, mef2_10.12, tin_4.6, twi_4.6 

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

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[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

[[6]]
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

[[7]]
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

[[8]]
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

[[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

[[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

[[11]]
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

[[12]]
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

[[13]]
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

[[14]]
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

[[15]]
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

[[16]]
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

[[17]]
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

[[18]]
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

[[19]]
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

[[20]]
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

[[21]]
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 bin_10.12, twi_2.4, mef2_8.10, mef2_10.12, tin_4.6, twi_4.6 

adjC at n = 2 
[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[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

[[6]]
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

[[7]]
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

[[8]]
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

[[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

[[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

[[11]]
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

[[12]]
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

[[13]]
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

[[14]]
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

[[15]]
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

[[16]]
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

[[17]]
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

[[18]]
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

[[19]]
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

[[20]]
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

[[21]]
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 
$`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_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | `[[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

$`bin_10.12 vs class | `[[4]]
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 | `[[5]]
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 | `[[6]]
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 | `[[7]]
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 | `[[8]]
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 | `[[9]]
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 | `[[10]]
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 | `[[11]]
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 | `[[12]]
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_4.6[2], reliable=TRUE, p.value=0.0004032934

$`twi_2.4 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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 | `[[7]]
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 | `[[8]]
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 | `[[9]]
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 | `[[10]]
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 | `[[11]]
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 | `[[12]]
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 | `[[13]]
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 | `[[14]]
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_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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 | `[[7]]
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 | `[[8]]
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 | `[[9]]
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 | `[[10]]
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 | `[[11]]
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 | `[[12]]
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_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_4.6[2], reliable=TRUE, p.value=2.123641e-06

$`mef2_10.12 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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 | `[[7]]
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 | `[[8]]
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 | `[[9]]
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 | `[[10]]
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 | `[[11]]
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 | `[[12]]
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 | `[[13]]
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


$`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=twi_2.4,bin_10.12[7,6], 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=mef2_8.10,bin_10.12[14,6], 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=mef2_10.12,bin_10.12[15,6], 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=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.5559477


$`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=mef2_8.10,bin_10.12[14,6], 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_10.12,mef2_8.10[15,14], 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=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=mef2_10.12,bin_10.12[15,6], 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_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612


$`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=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`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_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=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`bin_10.12 vs class | mef2_8.10`[[3]]
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`[[4]]
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`[[5]]
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=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

$`bin_10.12 vs class | mef2_10.12`[[3]]
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`[[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


$`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=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`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_10.12[6,15], reliable=TRUE, p.value=0.02142214

$`twi_2.4 vs class | bin_10.12`[[4]]
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`[[5]]
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=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`twi_2.4 vs class | mef2_8.10`[[3]]
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`[[4]]
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`[[5]]
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=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

$`twi_2.4 vs class | mef2_10.12`[[3]]
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`[[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_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=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.06798706

$`twi_4.6 vs class | bin_10.12`[[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 | bin_10.12`[[4]]
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`[[5]]
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 | 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=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.002438668

$`twi_4.6 vs class | mef2_8.10`[[3]]
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`[[4]]
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`[[5]]
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


$`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=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`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,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | bin_10.12`[[4]]
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`[[5]]
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=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | twi_2.4`[[3]]
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=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | mef2_10.12`[[3]]
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`[[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_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=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$`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,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | bin_10.12`[[4]]
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`[[5]]
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=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$`mef2_10.12 vs class | twi_2.4`[[3]]
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=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | mef2_8.10`[[3]]
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`[[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 | mef2_8.10`[[5]]
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 
          bin_10.12 vs class |              twi_2.4 vs class |            mef2_8.10 vs class |           mef2_10.12 vs class |  
                   0.1199399940                    0.0332915650                    0.2176538522                    0.0023243909 
   tin_4.6 vs class | bin_10.12    tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    bin_10.12 vs class | twi_2.4 
                   0.5873665797                    0.3633864924                    0.4473400190                    0.1199399940 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10 
                   0.0909582055                    0.1199399940                    0.0214221426                    0.0262497500 
  twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12    twi_4.6 vs class | mef2_8.10  mef2_8.10 vs class | bin_10.12 
                   0.0332915650                    0.0679870572                    0.3662643465                    0.0751901383 
   mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12 mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4 
                   0.2176538522                    0.2176538522                    0.0002637363                    0.0023243909 
mef2_10.12 vs class | mef2_8.10 
                   0.0023243909 

adjC.pvals.inx at n = 2 
          bin_10.12 vs class |              twi_2.4 vs class |            mef2_8.10 vs class |           mef2_10.12 vs class |  
                             10                               9                              11                              11 
   tin_4.6 vs class | bin_10.12    tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    bin_10.12 vs class | twi_2.4 
                              2                               3                               3                               3 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10 
                              2                               2                               3                               4 
  twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12    twi_4.6 vs class | mef2_8.10  mef2_8.10 vs class | bin_10.12 
                              4                               2                               3                               3 
   mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12 mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4 
                              3                               3                               2                               3 
mef2_10.12 vs class | mef2_8.10 
                              3 

adjC.pvals (adjusted) at n = 2 
          bin_10.12 vs class |              twi_2.4 vs class |            mef2_8.10 vs class |           mef2_10.12 vs class |  
                   0.1199399940                    0.0332915650                    0.2176538522                    0.0023243909 
   tin_4.6 vs class | bin_10.12    tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12    bin_10.12 vs class | twi_2.4 
                   0.5873665797                    0.3633864924                    0.4473400190                    0.1199399940 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12    twi_2.4 vs class | mef2_8.10 
                   0.0909582055                    0.1199399940                    0.0214221426                    0.0262497500 
  twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12    twi_4.6 vs class | mef2_8.10  mef2_8.10 vs class | bin_10.12 
                   0.0332915650                    0.0679870572                    0.3662643465                    0.0751901383 
   mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12 mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4 
                   0.2176538522                    0.2176538522                    0.0002637363                    0.0023243909 
mef2_10.12 vs class | mef2_8.10 
                   0.0023243909 

adjC.delete
          bin_10.12 vs class |            mef2_8.10 vs class |     tin_4.6 vs class | bin_10.12    tin_4.6 vs class | mef2_8.10 
                              1                               3                               5                               6 
  tin_4.6 vs class | mef2_10.12    bin_10.12 vs class | twi_2.4  bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12 
                              7                               8                               9                              10 
   twi_4.6 vs class | bin_10.12    twi_4.6 vs class | mef2_8.10  mef2_8.10 vs class | bin_10.12    mef2_8.10 vs class | twi_2.4 
                             14                              15                              16                              17 
mef2_8.10 vs class | mef2_10.12 
                             18 

delete.inx
[1]  6 14

to.delete
 [1]  TRUE FALSE  TRUE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE FALSE  TRUE

jointTests
[[1]]
[[1]][[1]]
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

[[1]][[2]]
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]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536

[[2]][[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


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536

[[3]][[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


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612

[[4]][[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


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612

[[5]][[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


[[6]]
[[6]][[1]]
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]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536


[[7]]
[[7]][[1]]
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

[[7]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536


[[8]]
[[8]][[1]]
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]][[2]]
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


[[9]]
[[9]][[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

[[9]][[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


[[10]]
[[10]][[1]]
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

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


[[11]]
[[11]][[1]]
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

[[11]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612



ciTests.adjC.removed
$`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=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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


$`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_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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


$`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 | 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


$`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 | 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


$`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 | 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_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 | 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


$`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_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | `[[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

$`bin_10.12 vs class | `[[4]]
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 | `[[5]]
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 | `[[6]]
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 | `[[7]]
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 | `[[8]]
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 | `[[9]]
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 | `[[10]]
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 | `[[11]]
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 | `[[12]]
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_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[3]]
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 | `[[4]]
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 | `[[5]]
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 | `[[6]]
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 | `[[7]]
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 | `[[8]]
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 | `[[9]]
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 | `[[10]]
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 | `[[11]]
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 | `[[12]]
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


$`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=twi_2.4,bin_10.12[7,6], 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=mef2_8.10,bin_10.12[14,6], 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=mef2_10.12,bin_10.12[15,6], 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=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.5559477


$`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=mef2_8.10,bin_10.12[14,6], 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_10.12,mef2_8.10[15,14], 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=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=mef2_10.12,bin_10.12[15,6], 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_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612


$`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=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`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_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=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`bin_10.12 vs class | mef2_8.10`[[3]]
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`[[4]]
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`[[5]]
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=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

$`bin_10.12 vs class | mef2_10.12`[[3]]
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`[[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


$`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=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`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_10.12[6,15], reliable=TRUE, p.value=0.02142214

$`twi_2.4 vs class | bin_10.12`[[4]]
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`[[5]]
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=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`twi_2.4 vs class | mef2_8.10`[[3]]
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`[[4]]
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`[[5]]
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=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.06798706

$`twi_4.6 vs class | bin_10.12`[[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 | bin_10.12`[[4]]
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`[[5]]
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 | 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=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.002438668

$`twi_4.6 vs class | mef2_8.10`[[3]]
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`[[4]]
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`[[5]]
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


$`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=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`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,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | bin_10.12`[[4]]
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`[[5]]
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=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | twi_2.4`[[3]]
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=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | mef2_10.12`[[3]]
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`[[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_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=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$`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,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | bin_10.12`[[4]]
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`[[5]]
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=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | mef2_8.10`[[3]]
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`[[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 | mef2_8.10`[[5]]
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 

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 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[4]]
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


[[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=bin_10.12[6], reliable=TRUE, p.value=0.04713425

[[2]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.5873666

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536

[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.132194

[[2]][[10]]
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]][[11]]
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]][[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612

[[2]][[13]]
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]][[14]]
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


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.802965


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


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


[[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_4.6[2], reliable=TRUE, p.value=0.01543615

[[6]][[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

[[6]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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_4.6[2], reliable=TRUE, p.value=0.0004032934

[[7]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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]][[13]]
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]][[14]]
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_4.6[2], reliable=TRUE, p.value=0.2523155

[[8]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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]][[13]]
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


[[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


[[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


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


[[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_4.6[2], reliable=TRUE, p.value=0.0004799753

[[14]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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


[[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_4.6[2], reliable=TRUE, p.value=2.123641e-06

[[15]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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]][[13]]
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.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


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 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[4]]
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 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

[[1]][[2]]
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]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536

[[2]][[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


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536

[[3]][[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


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612

[[4]][[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


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612

[[5]][[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


[[6]]
[[6]][[1]]
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]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536


[[7]]
[[7]][[1]]
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

[[7]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536


[[8]]
[[8]][[1]]
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]][[2]]
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


[[9]]
[[9]][[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

[[9]][[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


[[10]]
[[10]][[1]]
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

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


[[11]]
[[11]][[1]]
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

[[11]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612



jointTests

[[1]]
[[1]][[1]]
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

[[1]][[2]]
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]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536

[[2]][[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


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536

[[3]][[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


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612

[[4]][[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


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612

[[5]][[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


[[6]]
[[6]][[1]]
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]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536


[[7]]
[[7]][[1]]
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

[[7]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536


[[8]]
[[8]][[1]]
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]][[2]]
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


[[9]]
[[9]][[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

[[9]][[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


[[10]]
[[10]][[1]]
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

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


[[11]]
[[11]][[1]]
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

[[11]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612



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


removed.ids
 [1] "tin_4.6 vs class | "             "twi_4.6 vs class | "             "bin_10.12 vs class | tin_4.6"    "bin_10.12 vs class | twi_4.6"   
 [5] "twi_2.4 vs class | tin_4.6"      "twi_2.4 vs class | twi_4.6"      "mef2_8.10 vs class | tin_4.6"    "mef2_8.10 vs class | twi_4.6"   
 [9] "mef2_10.12 vs class | tin_4.6"   "mef2_10.12 vs class | twi_4.6"   "bin_10.12 vs class | "           "mef2_8.10 vs class | "          
[13] "tin_4.6 vs class | bin_10.12"    "tin_4.6 vs class | mef2_8.10"    "tin_4.6 vs class | mef2_10.12"   "bin_10.12 vs class | twi_2.4"   
[17] "bin_10.12 vs class | mef2_8.10"  "bin_10.12 vs class | mef2_10.12" "twi_2.4 vs class | bin_10.12"    "twi_2.4 vs class | mef2_8.10"   
[21] "twi_4.6 vs class | bin_10.12"    "twi_4.6 vs class | mef2_8.10"    "mef2_8.10 vs class | bin_10.12"  "mef2_8.10 vs class | twi_2.4"   
[25] "mef2_8.10 vs class | mef2_10.12" "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_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

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


joint.nodes
NULL

conditional.nodes
NULL

direct.inx
   twi_2.4 mef2_10.12 
         7         15 

indirect.inx
  tin_4.6   twi_4.6 bin_10.12 mef2_8.10 
        2         8         6        14 

joint.inx
NULL

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$tin_4.6
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_6.8
NULL

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
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

$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
NULL

$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] "twi_4.6 vs class | tin_4.6"              "tin_4.6 vs class | twi_4.6"              "tin_4.6 vs class | mef2_8.10,bin_10.12" 
 [4] "bin_10.12 vs class | tin_4.6,mef2_8.10"  "tin_4.6 vs class | mef2_8.10,bin_10.12"  "bin_10.12 vs class | tin_4.6,mef2_8.10" 
 [7] "tin_4.6 vs class | mef2_10.12,mef2_8.10" "mef2_8.10 vs class | tin_4.6,mef2_10.12" "tin_4.6 vs class | mef2_10.12,mef2_8.10"
[10] "mef2_8.10 vs class | tin_4.6,mef2_10.12" "bin_10.12 vs class | tin_4.6,mef2_8.10"  "tin_4.6 vs class | mef2_8.10,bin_10.12" 
[13] "bin_10.12 vs class | tin_4.6,mef2_8.10"  "tin_4.6 vs class | mef2_8.10,bin_10.12"  "twi_4.6 vs class | tin_4.6,bin_10.12"   
[16] "tin_4.6 vs class | twi_4.6,bin_10.12"    "twi_4.6 vs class | tin_4.6,mef2_8.10"    "tin_4.6 vs class | twi_4.6,mef2_8.10"   
[19] "mef2_8.10 vs class | tin_4.6,mef2_10.12" "tin_4.6 vs class | mef2_10.12,mef2_8.10" "mef2_8.10 vs class | tin_4.6,mef2_10.12"
[22] "tin_4.6 vs class | mef2_10.12,mef2_8.10"

edges
[[1]]
EDGE twi_2.4[7] -> tin_4.6[2] based on 1 test(s)

[[2]]
EDGE twi_2.4[7] -> twi_4.6[8] based on 1 test(s)

[[3]]
EDGE twi_2.4[7] -> bin_10.12[6] based on 1 test(s)

[[4]]
EDGE mef2_10.12[15] -> bin_10.12[6] based on 1 test(s)

[[5]]
EDGE twi_2.4[7] -> mef2_8.10[14] based on 1 test(s)

[[6]]
EDGE mef2_10.12[15] -> mef2_8.10[14] based on 1 test(s)

[[7]]
EDGE twi_2.4[7] - - mef2_10.12[15] based on 2 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_4.6  bin_10.12    twi_2.4    twi_4.6  mef2_8.10 mef2_10.12 
         2          6          7          8         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[[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=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$ciTests[[2]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.5873666

$ciTests[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.07002536

$ciTests[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.132194

$ciTests[[2]][[10]]
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]][[11]]
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]][[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.07436612

$ciTests[[2]][[13]]
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]][[14]]
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[[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[[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[[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[[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_4.6[2], reliable=TRUE, p.value=0.01543615

$ciTests[[6]][[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

$ciTests[[6]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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_4.6[2], reliable=TRUE, p.value=0.0004032934

$ciTests[[7]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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]][[13]]
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]][[14]]
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_4.6[2], reliable=TRUE, p.value=0.2523155

$ciTests[[8]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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]][[13]]
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[[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[[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[[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[[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_4.6[2], reliable=TRUE, p.value=0.0004799753

$ciTests[[14]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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[[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_4.6[2], reliable=TRUE, p.value=2.123641e-06

$ciTests[[15]][[3]]
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]][[4]]
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]][[5]]
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]][[6]]
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]][[7]]
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]][[8]]
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]][[9]]
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]][[10]]
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]][[11]]
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]][[12]]
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]][[13]]
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



$final.calls
         name            type        explained.by explained.pval conditional.type conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4   no dependence                                 NA                                                                         1.320963e-01
2     tin_4.6 strong indirect             twi_2.4      0.1943043                                                                         7.244114e-03
3     tin_6.8   no dependence                                 NA                                                                         8.029650e-01
4     bin_6.8   no dependence                                 NA                                                                         1.054367e-01
5    bin_8.10   no dependence                                 NA                                                                         8.737329e-02
6   bin_10.12 strong indirect twi_2.4, mef2_10.12      0.1199400                                                                         2.709776e-03
7     twi_2.4          direct                                 NA                                                                         7.814058e-06
8     twi_4.6 strong indirect             twi_2.4      0.4246267                                                                         1.255730e-02
9     twi_6.8   no dependence                                 NA                                                                         5.788043e-01
10    bap_6.8   no dependence                                 NA                                                                         3.455264e-01
11   mef2_2.4   no dependence                                 NA                                                                         4.986634e-01
12   mef2_4.6   no dependence                                 NA                                                                         6.512876e-01
13   mef2_6.8   no dependence                                 NA                                                                         1.432970e-01
14  mef2_8.10 strong indirect twi_2.4, mef2_10.12      0.2176539                                                                         3.982764e-04
15 mef2_10.12          direct                                 NA                                                                         4.173005e-07
       log2FC
1  -1.3339007
2  -2.6988976
3   0.1016841
4   0.9735278
5   1.3885653
6   1.9328858
7        -Inf
8  -1.9188632
9  -0.3598959
10  0.5729899
11 -0.9899463
12  0.1713346
13  0.6324909
14  1.6463630
15  2.3665390

