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 
1.309208e-01 1.169569e-02 8.643672e-01 8.873430e-02 5.731205e-02 4.014886e-04 5.932850e-03 1.473022e-02 5.199057e-01 3.559017e-01 4.723575e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.944754e-01 1.411559e-01 7.150445e-05 1.380354e-09 

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

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

adjX.p.vals
           tin_2.4      tin_4.6 tin_6.8     bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6
tin_2.4         NA 4.722195e-27      NA 0.261256728 2.448431e-01 2.001871e-01 3.153225e-04 3.506834e-16      NA      NA       NA       NA
tin_4.6         NA           NA      NA 0.003282101 7.547704e-01 1.279439e-01 6.577651e-05 4.386055e-19      NA      NA       NA       NA
tin_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
bin_6.8         NA           NA      NA          NA 6.039351e-18 9.575743e-13 3.517778e-03 8.746911e-02      NA      NA       NA       NA
bin_8.10        NA           NA      NA          NA           NA 4.429540e-19 2.859653e-03 8.330041e-02      NA      NA       NA       NA
bin_10.12       NA           NA      NA          NA           NA           NA 1.643658e-04 3.938552e-02      NA      NA       NA       NA
twi_2.4         NA           NA      NA          NA           NA           NA           NA 1.590030e-07      NA      NA       NA       NA
twi_4.6         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
twi_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
bap_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_2.4        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_4.6        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_6.8        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_8.10       NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_10.12      NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
               mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    1.440172e-04 8.584892e-01 1.142736e-01
tin_4.6    3.349932e-08 4.738625e-01 3.244411e-01
tin_6.8              NA           NA           NA
bin_6.8    2.666210e-03 4.265919e-04 7.105197e-01
bin_8.10   8.416588e-01 4.908148e-02 7.931125e-01
bin_10.12  5.244012e-01 2.609873e-01 4.559082e-01
twi_2.4    5.876865e-01 1.103000e-02 3.517778e-03
twi_4.6    1.017702e-04 8.582385e-01 4.125031e-02
twi_6.8              NA           NA           NA
bap_6.8              NA           NA           NA
mef2_2.4             NA           NA           NA
mef2_4.6             NA           NA           NA
mef2_6.8             NA 2.155532e-11 2.666210e-03
mef2_8.10            NA           NA 7.633493e-16
mef2_10.12           NA           NA           NA

expC.p.vals
           tin_2.4      tin_4.6 tin_6.8     bin_6.8     bin_8.10    bin_10.12     twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6     mef2_6.8
tin_2.4         NA 7.385149e-26      NA 0.259944691 6.415332e-01 3.784282e-01 0.004437383 8.568139e-15      NA      NA       NA       NA 4.153487e-04
tin_4.6         NA           NA      NA 0.002582556 9.736400e-01 5.714808e-01 0.002714994 5.876418e-17      NA      NA       NA       NA 4.511876e-08
tin_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
bin_6.8         NA           NA      NA          NA 1.612812e-16 4.047886e-11 0.028539916 1.274456e-01      NA      NA       NA       NA 4.397482e-03
bin_8.10        NA           NA      NA          NA           NA 6.002339e-18 0.022976494 7.911406e-02      NA      NA       NA       NA 2.768330e-01
bin_10.12       NA           NA      NA          NA           NA           NA 0.004470624 1.165309e-02      NA      NA       NA       NA 5.878766e-01
twi_2.4         NA           NA      NA          NA           NA           NA          NA 1.298198e-05      NA      NA       NA       NA 9.783413e-01
twi_4.6         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA 1.501495e-04
twi_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
bap_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_2.4        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_4.6        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_6.8        NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_8.10       NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
mef2_10.12      NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
              mef2_8.10   mef2_10.12
tin_2.4    4.696645e-01 2.909852e-01
tin_4.6    2.252391e-01 6.270445e-01
tin_6.8              NA           NA
bin_6.8    5.596492e-03 3.070300e-01
bin_8.10   2.989411e-02 8.993368e-01
bin_10.12  7.151577e-01 5.634783e-01
twi_2.4    2.116273e-01 2.210636e-01
twi_4.6    4.171150e-01 2.430045e-01
twi_6.8              NA           NA
bap_6.8              NA           NA
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8   2.548308e-10 1.191694e-03
mef2_8.10            NA 1.816839e-14
mef2_10.12           NA           NA

adjX.star.p.vals
           tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4
tin_2.4         NA 4.722195e-27 4.227150e-09 2.612567e-01 2.448431e-01 2.001871e-01 3.153225e-04 3.506834e-16 2.658714e-06 2.303085e-05 8.435504e-05
tin_4.6         NA           NA 2.044408e-12 3.282101e-03 7.547704e-01 1.279439e-01 6.577651e-05 4.386055e-19 2.061733e-16 1.162532e-08 1.824998e-08
tin_6.8         NA           NA           NA 2.944082e-08 4.342138e-02 2.670200e-01 1.389042e-01 4.484253e-06 5.135034e-09 9.232937e-18 4.554100e-07
bin_6.8         NA           NA           NA           NA 6.039351e-18 9.575743e-13 3.517778e-03 8.746911e-02 9.047723e-02 1.822442e-09 4.663397e-03
bin_8.10        NA           NA           NA           NA           NA 4.429540e-19 2.859653e-03 8.330041e-02 9.589108e-01 2.996662e-04 9.457275e-01
bin_10.12       NA           NA           NA           NA           NA           NA 1.643658e-04 3.938552e-02 9.666204e-01 3.335597e-02 6.383669e-01
twi_2.4         NA           NA           NA           NA           NA           NA           NA 1.590030e-07 3.537683e-02 1.807964e-01 5.063323e-03
twi_4.6         NA           NA           NA           NA           NA           NA           NA           NA 6.327883e-14 2.686318e-03 7.645539e-05
twi_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA 6.306661e-04 3.828676e-05
bap_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA           NA 2.014841e-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    3.767488e-14 1.440172e-04 8.584892e-01 1.142736e-01
tin_4.6    3.665692e-20 3.349932e-08 4.738625e-01 3.244411e-01
tin_6.8    1.968487e-10 6.012202e-10 1.498770e-03 1.006390e-01
bin_6.8    8.746911e-02 2.666210e-03 4.265919e-04 7.105197e-01
bin_8.10   8.330041e-02 8.416588e-01 4.908148e-02 7.931125e-01
bin_10.12  9.768376e-02 5.244012e-01 2.609873e-01 4.559082e-01
twi_2.4    1.126512e-02 5.876865e-01 1.103000e-02 3.517778e-03
twi_4.6    1.159082e-17 1.017702e-04 8.582385e-01 4.125031e-02
twi_6.8    7.912210e-15 7.166139e-14 1.334168e-02 7.792865e-01
bap_6.8    3.124080e-06 3.715317e-07 1.321019e-03 3.834296e-02
mef2_2.4   1.566639e-07 1.640481e-07 1.699837e-03 6.837270e-04
mef2_4.6             NA 1.705633e-15 2.657039e-05 1.713117e-01
mef2_6.8             NA           NA 2.155532e-11 2.666210e-03
mef2_8.10            NA           NA           NA 7.633493e-16
mef2_10.12           NA           NA           NA           NA

adjX.star.cond.p.vals
                tin_2.4      tin_4.6 tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6
tin_2.4              NA 8.542569e-01      NA 4.190191e-01 4.356986e-01 3.027121e-01 7.212405e-01 8.323964e-01      NA      NA       NA       NA
tin_4.6    4.131645e-01           NA      NA 4.609245e-02 6.751347e-02 1.076135e-01 1.759997e-01 2.320572e-01      NA      NA       NA       NA
tin_6.8    5.284362e-01 3.604219e-01      NA 9.226402e-01 7.992377e-01 7.012349e-02 9.857794e-01 6.533764e-01      NA      NA       NA       NA
bin_6.8    7.958972e-02 2.777605e-02      NA           NA 5.979608e-01 9.075255e-01 6.423153e-01 1.122195e-01      NA      NA       NA       NA
bin_8.10   1.708722e-01 1.489367e-01      NA 4.594810e-01           NA 7.004984e-01 5.821516e-01 2.329143e-03      NA      NA       NA       NA
bin_10.12  5.384162e-04 4.831333e-03      NA 1.030290e-02 5.583340e-03           NA 7.458594e-02 1.623221e-09      NA      NA       NA       NA
twi_2.4    3.065002e-02 5.501102e-02      NA 2.696271e-02 2.688509e-02 3.999493e-02           NA 5.238545e-02      NA      NA       NA       NA
twi_4.6    1.371804e-01 2.397335e-01      NA 3.339494e-02 2.824950e-02 1.231066e-01 3.490517e-01           NA      NA      NA       NA       NA
twi_6.8    9.660251e-01 3.235430e-01      NA 7.146546e-01 8.061428e-01 2.641084e-01 9.857794e-01 7.027840e-01      NA      NA       NA       NA
bap_6.8    1.939385e-01 1.017884e-01      NA 4.463083e-01 4.166638e-01 6.531997e-01 8.369376e-01 3.203735e-01      NA      NA       NA       NA
mef2_2.4   9.378181e-01 8.697353e-01      NA 9.083775e-01 8.405446e-01 5.667668e-01 9.957584e-01 9.455889e-01      NA      NA       NA       NA
mef2_4.6   5.750872e-01 1.225655e-01      NA 9.408193e-01 7.977436e-01 2.015666e-01 5.673345e-01 6.400100e-02      NA      NA       NA       NA
mef2_6.8   1.831197e-01 4.495567e-02      NA 1.386756e-01 5.469035e-02 2.298392e-01 3.932668e-01 7.551775e-02      NA      NA       NA       NA
mef2_8.10  6.851764e-05 5.103840e-05      NA 1.200605e-03 4.266881e-05 4.567856e-04 6.040486e-03 6.351908e-05      NA      NA       NA       NA
mef2_10.12 8.574921e-09 1.444791e-08      NA 1.553762e-09 9.780574e-09 4.265169e-09 5.102572e-06 4.183555e-08      NA      NA       NA       NA
               mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    4.820039e-01 4.908495e-01 0.5972627992
tin_4.6    2.943738e-02 9.688611e-02 0.1630188098
tin_6.8    7.275619e-01 2.531647e-01 0.2193597299
bin_6.8    6.614448e-02 6.736478e-01 0.0427082220
bin_8.10   4.501264e-03 1.230797e-02 0.1439990423
bin_10.12  1.011906e-03 2.102057e-03 0.0005804828
twi_2.4    2.366584e-02 4.195375e-02 0.0573961285
twi_4.6    1.532978e-02 1.399420e-01 0.2838470077
twi_6.8    3.972833e-01 4.561426e-01 0.3588368294
bap_6.8    7.236566e-01 8.347982e-01 0.7386210943
mef2_2.4   6.772740e-01 6.087817e-01 0.3390217899
mef2_4.6   9.262238e-01 7.814346e-01 0.4473014606
mef2_6.8             NA 6.393251e-01 0.0370240548
mef2_8.10  2.929929e-04           NA 0.0039989355
mef2_10.12 1.974560e-11 1.776045e-09           NA

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

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

[[3]]
NULL

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

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

[[6]]
[1] 2 7 8

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

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

[[9]]
NULL

[[10]]
NULL

[[11]]
NULL

[[12]]
NULL

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

[[14]]
[1]  5  7 15

[[15]]
[1]  7 13 14


condX.inx
[[1]]
NULL

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

[[3]]
[1] 6

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

[[5]]
[1]  1  2  8 13 14 15

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

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

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

[[9]]
NULL

[[10]]
[1] 1 2

[[11]]
NULL

[[12]]
[1] 2 8

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

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

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


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

onlySetE.cond
[1]  3 10 12

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

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569

[[1]][[3]]
NULL

[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

[[1]][[9]]
NULL

[[1]][[10]]
NULL

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

[[1]][[14]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

[[1]][[15]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

[[2]][[2]]
NULL

[[2]][[3]]
NULL

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

[[2]][[9]]
NULL

[[2]][[10]]
NULL

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

[[2]][[14]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[2]][[15]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5284362

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3604219

[[3]][[3]]
NULL

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.9226402

[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.7992377

[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07012349

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9857794

[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.6533764

[[3]][[9]]
NULL

[[3]][[10]]
NULL

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7275619

[[3]][[14]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2531647

[[3]][[15]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2193597


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

[[4]][[3]]
NULL

[[4]][[4]]
NULL

[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

[[4]][[9]]
NULL

[[4]][[10]]
NULL

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

[[4]][[14]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

[[4]][[15]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

[[5]][[3]]
NULL

[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[5]][[5]]
NULL

[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

[[5]][[9]]
NULL

[[5]][[10]]
NULL

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

[[5]][[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[5]][[15]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

[[6]][[3]]
NULL

[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

[[6]][[9]]
NULL

[[6]][[10]]
NULL

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

[[6]][[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[6]][[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[7]][[3]]
NULL

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[7]][[7]]
NULL

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

[[7]][[9]]
NULL

[[7]][[10]]
NULL

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

[[7]][[14]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[7]][[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[8]][[3]]
NULL

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
NULL

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

[[8]][[14]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[8]][[15]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.9660251

[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.323543

[[9]][[3]]
NULL

[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.7146546

[[9]][[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8061428

[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2641084

[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9857794

[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.702784

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3972833

[[9]][[14]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4561426

[[9]][[15]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.3588368


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1939385

[[10]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1017884

[[10]][[3]]
NULL

[[10]][[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4463083

[[10]][[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4166638

[[10]][[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.6531997

[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.8369376

[[10]][[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3203735

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7236566

[[10]][[14]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8347982

[[10]][[15]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.7386211


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.9378181

[[11]][[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8697353

[[11]][[3]]
NULL

[[11]][[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.9083775

[[11]][[5]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8405446

[[11]][[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5667668

[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9957584

[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9455889

[[11]][[9]]
NULL

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.677274

[[11]][[14]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6087817

[[11]][[15]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.3390218


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5750872

[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1225655

[[12]][[3]]
NULL

[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.9408193

[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.7977436

[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2015666

[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5673345

[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.064001

[[12]][[9]]
NULL

[[12]][[10]]
NULL

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.9262238

[[12]][[14]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.7814346

[[12]][[15]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.4473015


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

[[13]][[3]]
NULL

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2298392

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3932668

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775

[[13]][[9]]
NULL

[[13]][[10]]
NULL

[[13]][[11]]
NULL

[[13]][[12]]
NULL

[[13]][[13]]
NULL

[[13]][[14]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

[[13]][[15]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

[[14]][[3]]
NULL

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

[[14]][[9]]
NULL

[[14]][[10]]
NULL

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

[[14]][[14]]
NULL

[[14]][[15]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

[[15]][[3]]
NULL

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

[[15]][[9]]
NULL

[[15]][[10]]
NULL

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

[[15]][[14]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

[[15]][[15]]
NULL



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

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208

[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[11]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

[[12]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

[[13]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

[[14]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

[[15]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

[[16]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[17]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

[[18]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07012349

[[19]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

[[20]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

[[21]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

[[22]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

[[23]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

[[24]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

[[25]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

[[26]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

[[27]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

[[28]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[29]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999

[[30]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

[[31]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

[[32]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

[[33]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

[[34]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

[[35]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

[[36]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

[[37]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[38]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[39]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

[[40]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[41]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

[[42]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

[[43]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[44]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

[[45]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

[[46]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[47]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

[[48]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

[[49]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

[[50]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

[[51]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

[[52]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

[[53]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[54]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1939385

[[55]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1017884

[[56]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1225655

[[57]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.064001

[[58]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

[[59]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

[[60]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

[[61]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

[[62]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775

[[63]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

[[64]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

[[65]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

[[66]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

[[67]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

[[68]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[69]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[70]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

[[71]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

[[72]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[73]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

[[74]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

[[75]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

[[76]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

[[77]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[78]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[79]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

[[80]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

[[81]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09


ciTests.adjC at n = 1 
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2298392

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3932668

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

$`mef2_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09


$`tin_4.6 vs class | bin_6.8`
$`tin_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245


$`tin_4.6 vs class | bin_8.10`
$`tin_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347


$`tin_4.6 vs class | bin_10.12`
$`tin_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738


$`tin_4.6 vs class | mef2_8.10`
$`tin_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611


$`tin_4.6 vs class | mef2_10.12`
$`tin_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07012349


$`bin_6.8 vs class | tin_2.4`
$`bin_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195


$`bin_6.8 vs class | mef2_6.8`
$`bin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$`bin_8.10 vs class | tin_2.4`
$`bin_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722


$`bin_8.10 vs class | tin_4.6`
$`bin_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143


$`bin_8.10 vs class | mef2_6.8`
$`bin_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797


$`bin_8.10 vs class | mef2_10.12`
$`bin_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


$`bin_10.12 vs class | tin_2.4`
$`bin_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029


$`bin_10.12 vs class | bin_8.10`
$`bin_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09


$`bin_10.12 vs class | mef2_6.8`
$`bin_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906


$`bin_10.12 vs class | mef2_8.10`
$`bin_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057


$`bin_10.12 vs class | mef2_10.12`
$`bin_10.12 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


$`twi_2.4 vs class | tin_2.4`
$`twi_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002


$`twi_2.4 vs class | tin_4.6`
$`twi_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493


$`twi_2.4 vs class | twi_4.6`
$`twi_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


$`twi_4.6 vs class | tin_2.4`
$`twi_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494


$`twi_4.6 vs class | bin_8.10`
$`twi_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495


$`twi_4.6 vs class | bin_10.12`
$`twi_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978


$`twi_4.6 vs class | mef2_8.10`
$`twi_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942


$`bap_6.8 vs class | tin_2.4`
$`bap_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1939385


$`bap_6.8 vs class | tin_4.6`
$`bap_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1017884


$`mef2_4.6 vs class | tin_4.6`
$`mef2_4.6 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1225655


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.064001


$`mef2_6.8 vs class | tin_2.4`
$`mef2_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756


$`mef2_6.8 vs class | bin_8.10`
$`mef2_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


$`mef2_8.10 vs class | tin_2.4`
$`mef2_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05


$`mef2_8.10 vs class | bin_6.8`
$`mef2_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05


$`mef2_8.10 vs class | mef2_6.8`
$`mef2_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929


$`mef2_8.10 vs class | mef2_10.12`
$`mef2_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935


$`mef2_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08


$`mef2_10.12 vs class | bin_6.8`
$`mef2_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09


$`mef2_10.12 vs class | bin_8.10`
$`mef2_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08


$`mef2_10.12 vs class | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11


$`mef2_10.12 vs class | mef2_8.10`
$`mef2_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09



adjC.pvals at n = 1 
            tin_2.4 vs class |              tin_4.6 vs class |              bin_6.8 vs class |             bin_8.10 vs class |  
                   8.542569e-01                    4.131645e-01                    9.075255e-01                    7.004984e-01 
          bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |             mef2_6.8 vs class |  
                   7.458594e-02                    5.739613e-02                    3.490517e-01                    6.393251e-01 
          mef2_8.10 vs class |           mef2_10.12 vs class |       tin_4.6 vs class | bin_6.8     tin_4.6 vs class | bin_8.10 
                   6.040486e-03                    5.102572e-06                    4.609245e-02                    6.751347e-02 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4     tin_4.6 vs class | mef2_6.8    tin_4.6 vs class | mef2_8.10 
                   1.076135e-01                    1.759997e-01                    2.943738e-02                    9.688611e-02 
  tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_2.4      bin_6.8 vs class | tin_4.6 
                   1.630188e-01                    7.012349e-02                    7.958972e-02                    2.777605e-02 
     bin_6.8 vs class | twi_4.6     bin_6.8 vs class | mef2_6.8   bin_6.8 vs class | mef2_10.12     bin_8.10 vs class | tin_2.4 
                   1.122195e-01                    6.614448e-02                    4.270822e-02                    1.708722e-01 
    bin_8.10 vs class | tin_4.6     bin_8.10 vs class | twi_4.6    bin_8.10 vs class | mef2_6.8   bin_8.10 vs class | mef2_8.10 
                   1.489367e-01                    2.329143e-03                    4.501264e-03                    1.230797e-02 
 bin_8.10 vs class | mef2_10.12    bin_10.12 vs class | tin_2.4    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | bin_6.8 
                   1.439990e-01                    5.384162e-04                    4.831333e-03                    1.030290e-02 
  bin_10.12 vs class | bin_8.10    bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6   bin_10.12 vs class | mef2_6.8 
                   5.583340e-03                    7.458594e-02                    1.623221e-09                    1.011906e-03 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_2.4      twi_2.4 vs class | tin_4.6 
                   2.102057e-03                    5.804828e-04                    3.065002e-02                    5.501102e-02 
     twi_2.4 vs class | bin_6.8     twi_2.4 vs class | bin_8.10    twi_2.4 vs class | bin_10.12      twi_2.4 vs class | twi_4.6 
                   2.696271e-02                    2.688509e-02                    3.999493e-02                    5.238545e-02 
    twi_2.4 vs class | mef2_6.8    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12      twi_4.6 vs class | tin_2.4 
                   2.366584e-02                    4.195375e-02                    5.739613e-02                    1.371804e-01 
     twi_4.6 vs class | bin_6.8     twi_4.6 vs class | bin_8.10    twi_4.6 vs class | bin_10.12     twi_4.6 vs class | mef2_6.8 
                   3.339494e-02                    2.824950e-02                    1.231066e-01                    1.532978e-02 
   twi_4.6 vs class | mef2_8.10      bap_6.8 vs class | tin_2.4      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                   1.399420e-01                    1.939385e-01                    1.017884e-01                    1.225655e-01 
    mef2_4.6 vs class | twi_4.6     mef2_6.8 vs class | tin_2.4     mef2_6.8 vs class | tin_4.6     mef2_6.8 vs class | bin_6.8 
                   6.400100e-02                    1.831197e-01                    4.495567e-02                    1.386756e-01 
   mef2_6.8 vs class | bin_8.10     mef2_6.8 vs class | twi_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_2.4 
                   5.469035e-02                    7.551775e-02                    3.702405e-02                    6.851764e-05 
   mef2_8.10 vs class | tin_4.6    mef2_8.10 vs class | bin_6.8   mef2_8.10 vs class | bin_8.10  mef2_8.10 vs class | bin_10.12 
                   5.103840e-05                    1.200605e-03                    4.266881e-05                    4.567856e-04 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6   mef2_8.10 vs class | mef2_6.8 mef2_8.10 vs class | mef2_10.12 
                   6.040486e-03                    6.351908e-05                    2.929929e-04                    3.998935e-03 
  mef2_10.12 vs class | tin_2.4   mef2_10.12 vs class | tin_4.6   mef2_10.12 vs class | bin_6.8  mef2_10.12 vs class | bin_8.10 
                   8.574921e-09                    1.444791e-08                    1.553762e-09                    9.780574e-09 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6  mef2_10.12 vs class | mef2_6.8 
                   4.265169e-09                    5.102572e-06                    4.183555e-08                    1.974560e-11 
mef2_10.12 vs class | mef2_8.10 
                   1.776045e-09 

adjC.pvals.inx at n = 1 
            tin_2.4 vs class |              tin_4.6 vs class |              bin_6.8 vs class |             bin_8.10 vs class |  
                              2                               2                               5                               5 
          bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |             mef2_6.8 vs class |  
                              6                              10                               7                               9 
          mef2_8.10 vs class |           mef2_10.12 vs class |       tin_4.6 vs class | bin_6.8     tin_4.6 vs class | bin_8.10 
                              7                               7                               1                               1 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4     tin_4.6 vs class | mef2_6.8    tin_4.6 vs class | mef2_8.10 
                              1                               1                               1                               1 
  tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_2.4      bin_6.8 vs class | tin_4.6 
                              1                               1                               1                               1 
     bin_6.8 vs class | twi_4.6     bin_6.8 vs class | mef2_6.8   bin_6.8 vs class | mef2_10.12     bin_8.10 vs class | tin_2.4 
                              1                               1                               1                               1 
    bin_8.10 vs class | tin_4.6     bin_8.10 vs class | twi_4.6    bin_8.10 vs class | mef2_6.8   bin_8.10 vs class | mef2_8.10 
                              1                               1                               1                               1 
 bin_8.10 vs class | mef2_10.12    bin_10.12 vs class | tin_2.4    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | bin_6.8 
                              1                               1                               1                               1 
  bin_10.12 vs class | bin_8.10    bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6   bin_10.12 vs class | mef2_6.8 
                              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_2.4      twi_2.4 vs class | tin_4.6 
                              1                               1                               1                               1 
     twi_2.4 vs class | bin_6.8     twi_2.4 vs class | bin_8.10    twi_2.4 vs class | bin_10.12      twi_2.4 vs class | twi_4.6 
                              1                               1                               1                               1 
    twi_2.4 vs class | mef2_6.8    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12      twi_4.6 vs class | tin_2.4 
                              1                               1                               1                               1 
     twi_4.6 vs class | bin_6.8     twi_4.6 vs class | bin_8.10    twi_4.6 vs class | bin_10.12     twi_4.6 vs class | mef2_6.8 
                              1                               1                               1                               1 
   twi_4.6 vs class | mef2_8.10      bap_6.8 vs class | tin_2.4      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                              1                               1                               1                               1 
    mef2_4.6 vs class | twi_4.6     mef2_6.8 vs class | tin_2.4     mef2_6.8 vs class | tin_4.6     mef2_6.8 vs class | bin_6.8 
                              1                               1                               1                               1 
   mef2_6.8 vs class | bin_8.10     mef2_6.8 vs class | twi_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_2.4 
                              1                               1                               1                               1 
   mef2_8.10 vs class | tin_4.6    mef2_8.10 vs class | bin_6.8   mef2_8.10 vs class | bin_8.10  mef2_8.10 vs class | bin_10.12 
                              1                               1                               1                               1 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6   mef2_8.10 vs class | mef2_6.8 mef2_8.10 vs class | mef2_10.12 
                              1                               1                               1                               1 
  mef2_10.12 vs class | tin_2.4   mef2_10.12 vs class | tin_4.6   mef2_10.12 vs class | bin_6.8  mef2_10.12 vs class | bin_8.10 
                              1                               1                               1                               1 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6  mef2_10.12 vs class | mef2_6.8 
                              1                               1                               1                               1 
mef2_10.12 vs class | mef2_8.10 
                              1 

adjC.pvals (adjusted) at n = 1 
            tin_2.4 vs class |              tin_4.6 vs class |              bin_6.8 vs class |             bin_8.10 vs class |  
                   8.542569e-01                    4.131645e-01                    9.075255e-01                    7.004984e-01 
          bin_10.12 vs class |              twi_2.4 vs class |              twi_4.6 vs class |             mef2_6.8 vs class |  
                   7.458594e-02                    5.739613e-02                    3.490517e-01                    6.393251e-01 
          mef2_8.10 vs class |           mef2_10.12 vs class |       tin_4.6 vs class | bin_6.8     tin_4.6 vs class | bin_8.10 
                   6.040486e-03                    5.102572e-06                    4.609245e-02                    6.751347e-02 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4     tin_4.6 vs class | mef2_6.8    tin_4.6 vs class | mef2_8.10 
                   1.076135e-01                    1.759997e-01                    2.943738e-02                    9.688611e-02 
  tin_4.6 vs class | mef2_10.12    tin_6.8 vs class | bin_10.12      bin_6.8 vs class | tin_2.4      bin_6.8 vs class | tin_4.6 
                   1.630188e-01                    7.012349e-02                    7.958972e-02                    2.777605e-02 
     bin_6.8 vs class | twi_4.6     bin_6.8 vs class | mef2_6.8   bin_6.8 vs class | mef2_10.12     bin_8.10 vs class | tin_2.4 
                   1.122195e-01                    6.614448e-02                    4.270822e-02                    1.708722e-01 
    bin_8.10 vs class | tin_4.6     bin_8.10 vs class | twi_4.6    bin_8.10 vs class | mef2_6.8   bin_8.10 vs class | mef2_8.10 
                   1.489367e-01                    2.329143e-03                    4.501264e-03                    1.230797e-02 
 bin_8.10 vs class | mef2_10.12    bin_10.12 vs class | tin_2.4    bin_10.12 vs class | tin_4.6    bin_10.12 vs class | bin_6.8 
                   1.439990e-01                    5.384162e-04                    4.831333e-03                    1.030290e-02 
  bin_10.12 vs class | bin_8.10    bin_10.12 vs class | twi_2.4    bin_10.12 vs class | twi_4.6   bin_10.12 vs class | mef2_6.8 
                   5.583340e-03                    7.458594e-02                    1.623221e-09                    1.011906e-03 
 bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12      twi_2.4 vs class | tin_2.4      twi_2.4 vs class | tin_4.6 
                   2.102057e-03                    5.804828e-04                    3.065002e-02                    5.501102e-02 
     twi_2.4 vs class | bin_6.8     twi_2.4 vs class | bin_8.10    twi_2.4 vs class | bin_10.12      twi_2.4 vs class | twi_4.6 
                   2.696271e-02                    2.688509e-02                    3.999493e-02                    5.238545e-02 
    twi_2.4 vs class | mef2_6.8    twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12      twi_4.6 vs class | tin_2.4 
                   2.366584e-02                    4.195375e-02                    5.739613e-02                    1.371804e-01 
     twi_4.6 vs class | bin_6.8     twi_4.6 vs class | bin_8.10    twi_4.6 vs class | bin_10.12     twi_4.6 vs class | mef2_6.8 
                   3.339494e-02                    2.824950e-02                    1.231066e-01                    1.532978e-02 
   twi_4.6 vs class | mef2_8.10      bap_6.8 vs class | tin_2.4      bap_6.8 vs class | tin_4.6     mef2_4.6 vs class | tin_4.6 
                   1.399420e-01                    1.939385e-01                    1.017884e-01                    1.225655e-01 
    mef2_4.6 vs class | twi_4.6     mef2_6.8 vs class | tin_2.4     mef2_6.8 vs class | tin_4.6     mef2_6.8 vs class | bin_6.8 
                   6.400100e-02                    1.831197e-01                    4.495567e-02                    1.386756e-01 
   mef2_6.8 vs class | bin_8.10     mef2_6.8 vs class | twi_4.6  mef2_6.8 vs class | mef2_10.12    mef2_8.10 vs class | tin_2.4 
                   5.469035e-02                    7.551775e-02                    3.702405e-02                    6.851764e-05 
   mef2_8.10 vs class | tin_4.6    mef2_8.10 vs class | bin_6.8   mef2_8.10 vs class | bin_8.10  mef2_8.10 vs class | bin_10.12 
                   5.103840e-05                    1.200605e-03                    4.266881e-05                    4.567856e-04 
   mef2_8.10 vs class | twi_2.4    mef2_8.10 vs class | twi_4.6   mef2_8.10 vs class | mef2_6.8 mef2_8.10 vs class | mef2_10.12 
                   6.040486e-03                    6.351908e-05                    2.929929e-04                    3.998935e-03 
  mef2_10.12 vs class | tin_2.4   mef2_10.12 vs class | tin_4.6   mef2_10.12 vs class | bin_6.8  mef2_10.12 vs class | bin_8.10 
                   8.574921e-09                    1.444791e-08                    1.553762e-09                    9.780574e-09 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4   mef2_10.12 vs class | twi_4.6  mef2_10.12 vs class | mef2_6.8 
                   4.265169e-09                    5.102572e-06                    4.183555e-08                    1.974560e-11 
mef2_10.12 vs class | mef2_8.10 
                   1.776045e-09 

adjC.delete
 tin_2.4 vs class |   tin_4.6 vs class |   bin_6.8 vs class |  bin_8.10 vs class |   twi_4.6 vs class |  mef2_6.8 vs class |  
                   1                    2                    3                    4                    7                    8 

delete.inx
[1]  1  2  4  5  8 13

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572



ciTests.adjC.removed
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2298392

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3932668

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


$`tin_4.6 vs class | bin_6.8`
$`tin_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245


$`tin_4.6 vs class | bin_8.10`
$`tin_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738


$`bin_6.8 vs class | tin_2.4`
$`bin_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195


$`bin_6.8 vs class | mef2_6.8`
$`bin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448


$`bin_8.10 vs class | tin_2.4`
$`bin_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722


$`bin_8.10 vs class | tin_4.6`
$`bin_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143


$`bin_8.10 vs class | mef2_6.8`
$`bin_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264


$`bin_10.12 vs class | tin_2.4`
$`bin_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029


$`bin_10.12 vs class | bin_8.10`
$`bin_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09


$`bin_10.12 vs class | mef2_6.8`
$`bin_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906


$`twi_2.4 vs class | tin_2.4`
$`twi_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002


$`twi_2.4 vs class | tin_4.6`
$`twi_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509


$`twi_2.4 vs class | twi_4.6`
$`twi_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584


$`twi_4.6 vs class | tin_2.4`
$`twi_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494


$`twi_4.6 vs class | bin_8.10`
$`twi_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978


$`bap_6.8 vs class | tin_2.4`
$`bap_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1939385


$`bap_6.8 vs class | tin_4.6`
$`bap_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1017884


$`mef2_4.6 vs class | tin_4.6`
$`mef2_4.6 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1225655


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.064001


$`mef2_6.8 vs class | tin_2.4`
$`mef2_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756


$`mef2_6.8 vs class | bin_8.10`
$`mef2_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775


$`mef2_8.10 vs class | tin_2.4`
$`mef2_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05


$`mef2_8.10 vs class | bin_6.8`
$`mef2_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05


$`mef2_8.10 vs class | mef2_6.8`
$`mef2_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929


$`mef2_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08


$`mef2_10.12 vs class | bin_6.8`
$`mef2_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09


$`mef2_10.12 vs class | bin_8.10`
$`mef2_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08


$`mef2_10.12 vs class | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11



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

adjC
[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

[[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07012349

[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

[[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999

[[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

[[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[16]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[17]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[18]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

[[19]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

[[20]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[21]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

[[22]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[23]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[24]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[25]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[26]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[27]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

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

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

adjC at n = 2 
[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

[[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07012349

[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

[[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999

[[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

[[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[16]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[17]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[18]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

[[19]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

[[20]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[21]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

[[22]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[23]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[24]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[25]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[26]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[27]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09


ciTests.adjC at n = 2 
$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$`bin_10.12 vs class | `[[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

$`bin_10.12 vs class | `[[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02648104

$`bin_10.12 vs class | `[[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.006871989

$`bin_10.12 vs class | `[[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.001549333

$`bin_10.12 vs class | `[[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

$`bin_10.12 vs class | `[[16]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.01756026

$`bin_10.12 vs class | `[[17]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$`bin_10.12 vs class | `[[18]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$`bin_10.12 vs class | `[[19]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=2.695541e-11

$`bin_10.12 vs class | `[[20]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.0002326874

$`bin_10.12 vs class | `[[21]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$`twi_2.4 vs class | `[[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

$`twi_2.4 vs class | `[[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

$`twi_2.4 vs class | `[[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

$`twi_2.4 vs class | `[[14]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1450944

$`twi_2.4 vs class | `[[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1930994

$`twi_2.4 vs class | `[[16]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

$`twi_2.4 vs class | `[[17]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

$`twi_2.4 vs class | `[[18]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | `[[19]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | `[[20]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385

$`twi_2.4 vs class | `[[21]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862

$`twi_2.4 vs class | `[[22]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105

$`twi_2.4 vs class | `[[23]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$`mef2_8.10 vs class | `[[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.000514656

$`mef2_8.10 vs class | `[[12]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0183658

$`mef2_8.10 vs class | `[[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.01213234

$`mef2_8.10 vs class | `[[14]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=2.307479e-05

$`mef2_8.10 vs class | `[[15]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$`mef2_8.10 vs class | `[[16]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.0006518294

$`mef2_8.10 vs class | `[[17]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$`mef2_8.10 vs class | `[[18]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | `[[19]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

$`mef2_8.10 vs class | `[[20]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.0005105183

$`mef2_8.10 vs class | `[[21]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

$`mef2_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$`mef2_10.12 vs class | `[[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=7.15391e-08

$`mef2_10.12 vs class | `[[12]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=6.178346e-05

$`mef2_10.12 vs class | `[[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=1.660466e-06

$`mef2_10.12 vs class | `[[14]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=4.380333e-10

$`mef2_10.12 vs class | `[[15]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

$`mef2_10.12 vs class | `[[16]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

$`mef2_10.12 vs class | `[[17]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$`mef2_10.12 vs class | `[[18]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592

$`mef2_10.12 vs class | `[[19]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=9.572728e-07

$`mef2_10.12 vs class | `[[20]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=1.233227e-06


$`tin_4.6 vs class | bin_10.12`
$`tin_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

$`tin_4.6 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.4375335

$`tin_4.6 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.5855092

$`tin_4.6 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.6808564

$`tin_4.6 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.7181466


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

$`tin_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

$`tin_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444


$`tin_4.6 vs class | mef2_8.10`
$`tin_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.4375335

$`tin_4.6 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

$`tin_4.6 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.4706555

$`tin_4.6 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.4048191

$`tin_4.6 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.6444995


$`tin_4.6 vs class | mef2_10.12`
$`tin_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

$`tin_4.6 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.5855092

$`tin_4.6 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

$`tin_4.6 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.4706555

$`tin_4.6 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1953152

$`tin_4.6 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.4706339

$`tin_4.6 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2864308


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07012349

$`tin_6.8 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.2756653

$`tin_6.8 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.1333042

$`tin_6.8 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.2096856

$`tin_6.8 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.262411

$`tin_6.8 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4027157


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

$`bin_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.2026118

$`bin_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.4141932

$`bin_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

$`bin_6.8 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.008552051

$`bin_6.8 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.5559544

$`bin_6.8 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.002281551


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1581582

$`bin_8.10 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609

$`bin_8.10 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

$`bin_8.10 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.06812958

$`bin_8.10 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=1.425502e-08


$`bin_8.10 vs class | mef2_10.12`
$`bin_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999

$`bin_8.10 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.5560335

$`bin_8.10 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178

$`bin_8.10 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

$`bin_8.10 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.327738

$`bin_8.10 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.8945182

$`bin_8.10 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009396423


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$`bin_10.12 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$`bin_10.12 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


$`bin_10.12 vs class | mef2_8.10`
$`bin_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$`bin_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926

$`bin_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02648104

$`bin_10.12 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

$`bin_10.12 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=2.695541e-11


$`bin_10.12 vs class | mef2_10.12`
$`bin_10.12 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$`bin_10.12 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$`bin_10.12 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926

$`bin_10.12 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.006871989

$`bin_10.12 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.001549333

$`bin_10.12 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.01756026

$`bin_10.12 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.0002326874


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

$`twi_2.4 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1450944

$`twi_2.4 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447

$`twi_2.4 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

$`twi_2.4 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

$`twi_2.4 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$`twi_2.4 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447

$`twi_2.4 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

$`twi_2.4 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1930994

$`twi_2.4 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

$`twi_2.4 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105


$`twi_4.6 vs class | bin_10.12`
$`twi_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

$`twi_4.6 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.03845695

$`twi_4.6 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.2484384

$`twi_4.6 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2348806

$`twi_4.6 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.4065065


$`twi_4.6 vs class | mef2_8.10`
$`twi_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.03845695

$`twi_4.6 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

$`twi_4.6 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.5467309

$`twi_4.6 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.6302125

$`twi_4.6 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.07832034


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

$`mef2_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.03491665

$`mef2_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

$`mef2_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.1916457

$`mef2_6.8 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.1087074

$`mef2_6.8 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.008708252

$`mef2_6.8 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.02157618


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`mef2_8.10 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$`mef2_8.10 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.000514656

$`mef2_8.10 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=2.307479e-05

$`mef2_8.10 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.0005105183


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$`mef2_8.10 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$`mef2_8.10 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

$`mef2_8.10 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0183658


$`mef2_8.10 vs class | mef2_10.12`
$`mef2_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$`mef2_8.10 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

$`mef2_8.10 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.01213234

$`mef2_8.10 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$`mef2_8.10 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.0006518294

$`mef2_8.10 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$`mef2_10.12 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

$`mef2_10.12 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$`mef2_10.12 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=7.15391e-08

$`mef2_10.12 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=4.380333e-10

$`mef2_10.12 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=9.572728e-07


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

$`mef2_10.12 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

$`mef2_10.12 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592

$`mef2_10.12 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=6.178346e-05


$`mef2_10.12 vs class | mef2_8.10`
$`mef2_10.12 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$`mef2_10.12 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$`mef2_10.12 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592

$`mef2_10.12 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=1.660466e-06

$`mef2_10.12 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

$`mef2_10.12 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=1.233227e-06



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 |  
                   3.265331e-01                    3.369823e-01                    1.653371e-01                    1.025592e-04 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4    tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12 
                   7.181466e-01                    7.358444e-01                    6.974762e-01                    7.358444e-01 
   tin_6.8 vs class | bin_10.12   bin_6.8 vs class | mef2_10.12   bin_8.10 vs class | mef2_8.10  bin_8.10 vs class | mef2_10.12 
                   4.027157e-01                    5.559544e-01                    5.456609e-01                    8.945182e-01 
   bin_10.12 vs class | twi_2.4  bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12 
                   3.265331e-01                    1.461844e-01                    1.168788e-01                    3.079544e-01 
   twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12    twi_4.6 vs class | mef2_8.10 
                   3.279794e-01                    3.369823e-01                    4.065065e-01                    7.808883e-01 
 mef2_6.8 vs class | mef2_10.12  mef2_8.10 vs class | bin_10.12    mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12 
                   3.634892e-01                    1.892829e-02                    1.653371e-01                    1.653371e-01 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_8.10 
                   2.674418e-05                    1.025592e-04                    1.025592e-04 

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 |  
                             11                              13                              19                              18 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4    tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12 
                              6                               4                               3                               3 
   tin_6.8 vs class | bin_10.12   bin_6.8 vs class | mef2_10.12   bin_8.10 vs class | mef2_8.10  bin_8.10 vs class | mef2_10.12 
                              6                               6                               3                               6 
   bin_10.12 vs class | twi_2.4  bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12 
                              4                               2                               2                               3 
   twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12    twi_4.6 vs class | mef2_8.10 
                              4                               4                               6                               3 
 mef2_6.8 vs class | mef2_10.12  mef2_8.10 vs class | bin_10.12    mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12 
                              3                               2                               3                               3 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_8.10 
                              2                               3                               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 |  
                   3.265331e-01                    3.369823e-01                    1.653371e-01                    1.025592e-04 
   tin_4.6 vs class | bin_10.12      tin_4.6 vs class | twi_2.4    tin_4.6 vs class | mef2_8.10   tin_4.6 vs class | mef2_10.12 
                   7.181466e-01                    7.358444e-01                    6.974762e-01                    7.358444e-01 
   tin_6.8 vs class | bin_10.12   bin_6.8 vs class | mef2_10.12   bin_8.10 vs class | mef2_8.10  bin_8.10 vs class | mef2_10.12 
                   4.027157e-01                    5.559544e-01                    5.456609e-01                    8.945182e-01 
   bin_10.12 vs class | twi_2.4  bin_10.12 vs class | mef2_8.10 bin_10.12 vs class | mef2_10.12    twi_2.4 vs class | bin_10.12 
                   3.265331e-01                    1.461844e-01                    1.168788e-01                    3.079544e-01 
   twi_2.4 vs class | mef2_8.10   twi_2.4 vs class | mef2_10.12    twi_4.6 vs class | bin_10.12    twi_4.6 vs class | mef2_8.10 
                   3.279794e-01                    3.369823e-01                    4.065065e-01                    7.808883e-01 
 mef2_6.8 vs class | mef2_10.12  mef2_8.10 vs class | bin_10.12    mef2_8.10 vs class | twi_2.4 mef2_8.10 vs class | mef2_10.12 
                   3.634892e-01                    1.892829e-02                    1.653371e-01                    1.653371e-01 
mef2_10.12 vs class | bin_10.12   mef2_10.12 vs class | twi_2.4 mef2_10.12 vs class | mef2_8.10 
                   2.674418e-05                    1.025592e-04                    1.025592e-04 

adjC.delete
         bin_10.12 vs class |             twi_2.4 vs class |    tin_4.6 vs class | bin_10.12     tin_4.6 vs class | twi_2.4 
                             1                              2                              5                              6 
  tin_4.6 vs class | mef2_8.10  tin_4.6 vs class | mef2_10.12   tin_6.8 vs class | bin_10.12  bin_6.8 vs class | mef2_10.12 
                             7                              8                              9                             10 
 bin_8.10 vs class | mef2_8.10 bin_8.10 vs class | mef2_10.12   bin_10.12 vs class | twi_2.4   twi_2.4 vs class | bin_10.12 
                            11                             12                             13                             16 
  twi_2.4 vs class | mef2_8.10  twi_2.4 vs class | mef2_10.12   twi_4.6 vs class | bin_10.12   twi_4.6 vs class | mef2_8.10 
                            17                             18                             19                             20 
mef2_6.8 vs class | mef2_10.12 
                            21 

delete.inx
[1] 6 7

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[4]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[5]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[6]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[7]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[8]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

[[9]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

[[10]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

[[11]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

[[12]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.262411

[[13]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.6808564


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609

[[14]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178

[[15]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.327738

[[16]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.4706339


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.8945182

[[17]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.5559544


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[18]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[19]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[20]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[21]]
[[21]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[21]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[22]]
[[22]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[22]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[23]]
[[23]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[23]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[24]]
[[24]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[24]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[25]]
[[25]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

[[25]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762


[[26]]
[[26]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

[[26]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762


[[27]]
[[27]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

[[27]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


[[28]]
[[28]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

[[28]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444


[[29]]
[[29]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

[[29]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444


[[30]]
[[30]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

[[30]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178


[[31]]
[[31]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

[[31]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385


[[32]]
[[32]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

[[32]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385


[[33]]
[[33]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2348806

[[33]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.7181466


[[34]]
[[34]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.4065065

[[34]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4027157


[[35]]
[[35]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

[[35]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862


[[36]]
[[36]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

[[36]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862


[[37]]
[[37]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.6302125

[[37]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.6444995


[[38]]
[[38]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

[[38]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105


[[39]]
[[39]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

[[39]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105



ciTests.adjC.removed
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2298392

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3932668

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405


$`tin_4.6 vs class | bin_6.8`
$`tin_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245


$`tin_4.6 vs class | bin_8.10`
$`tin_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738


$`bin_6.8 vs class | tin_2.4`
$`bin_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195


$`bin_6.8 vs class | mef2_6.8`
$`bin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448


$`bin_8.10 vs class | tin_2.4`
$`bin_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722


$`bin_8.10 vs class | tin_4.6`
$`bin_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143


$`bin_8.10 vs class | mef2_6.8`
$`bin_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264


$`bin_10.12 vs class | tin_2.4`
$`bin_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162


$`bin_10.12 vs class | tin_4.6`
$`bin_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029


$`bin_10.12 vs class | bin_8.10`
$`bin_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09


$`bin_10.12 vs class | mef2_6.8`
$`bin_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906


$`twi_2.4 vs class | tin_2.4`
$`twi_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002


$`twi_2.4 vs class | tin_4.6`
$`twi_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509


$`twi_2.4 vs class | twi_4.6`
$`twi_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584


$`twi_4.6 vs class | tin_2.4`
$`twi_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494


$`twi_4.6 vs class | bin_8.10`
$`twi_4.6 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978


$`bap_6.8 vs class | tin_2.4`
$`bap_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1939385


$`bap_6.8 vs class | tin_4.6`
$`bap_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1017884


$`mef2_4.6 vs class | tin_4.6`
$`mef2_4.6 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1225655


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.064001


$`mef2_6.8 vs class | tin_2.4`
$`mef2_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197


$`mef2_6.8 vs class | tin_4.6`
$`mef2_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756


$`mef2_6.8 vs class | bin_8.10`
$`mef2_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775


$`mef2_8.10 vs class | tin_2.4`
$`mef2_8.10 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05


$`mef2_8.10 vs class | tin_4.6`
$`mef2_8.10 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05


$`mef2_8.10 vs class | bin_6.8`
$`mef2_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05


$`mef2_8.10 vs class | twi_4.6`
$`mef2_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05


$`mef2_8.10 vs class | mef2_6.8`
$`mef2_8.10 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929


$`mef2_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09


$`mef2_10.12 vs class | tin_4.6`
$`mef2_10.12 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08


$`mef2_10.12 vs class | bin_6.8`
$`mef2_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09


$`mef2_10.12 vs class | bin_8.10`
$`mef2_10.12 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09


$`mef2_10.12 vs class | twi_4.6`
$`mef2_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08


$`mef2_10.12 vs class | mef2_6.8`
$`mef2_10.12 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$`bin_10.12 vs class | `[[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

$`bin_10.12 vs class | `[[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02648104

$`bin_10.12 vs class | `[[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.006871989

$`bin_10.12 vs class | `[[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.001549333

$`bin_10.12 vs class | `[[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

$`bin_10.12 vs class | `[[16]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.01756026

$`bin_10.12 vs class | `[[17]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$`bin_10.12 vs class | `[[18]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$`bin_10.12 vs class | `[[19]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=2.695541e-11

$`bin_10.12 vs class | `[[20]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.0002326874

$`bin_10.12 vs class | `[[21]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$`twi_2.4 vs class | `[[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

$`twi_2.4 vs class | `[[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

$`twi_2.4 vs class | `[[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

$`twi_2.4 vs class | `[[14]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1450944

$`twi_2.4 vs class | `[[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1930994

$`twi_2.4 vs class | `[[16]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

$`twi_2.4 vs class | `[[17]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

$`twi_2.4 vs class | `[[18]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | `[[19]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | `[[20]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385

$`twi_2.4 vs class | `[[21]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862

$`twi_2.4 vs class | `[[22]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105

$`twi_2.4 vs class | `[[23]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


$`tin_4.6 vs class | bin_10.12`
$`tin_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

$`tin_4.6 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.4375335

$`tin_4.6 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.5855092

$`tin_4.6 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.6808564

$`tin_4.6 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.7181466


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

$`tin_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

$`tin_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444


$`tin_4.6 vs class | mef2_8.10`
$`tin_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.4375335

$`tin_4.6 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

$`tin_4.6 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.4706555

$`tin_4.6 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.4048191

$`tin_4.6 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.6444995


$`tin_4.6 vs class | mef2_10.12`
$`tin_4.6 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

$`tin_4.6 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.5855092

$`tin_4.6 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

$`tin_4.6 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.4706555

$`tin_4.6 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1953152

$`tin_4.6 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.4706339

$`tin_4.6 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2864308


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.07012349

$`tin_6.8 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.2756653

$`tin_6.8 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.1333042

$`tin_6.8 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.2096856

$`tin_6.8 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.262411

$`tin_6.8 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4027157


$`bin_6.8 vs class | mef2_10.12`
$`bin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

$`bin_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.2026118

$`bin_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.4141932

$`bin_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

$`bin_6.8 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.008552051

$`bin_6.8 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.5559544

$`bin_6.8 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.002281551


$`bin_8.10 vs class | mef2_8.10`
$`bin_8.10 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1581582

$`bin_8.10 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609

$`bin_8.10 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

$`bin_8.10 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.06812958

$`bin_8.10 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=1.425502e-08


$`bin_8.10 vs class | mef2_10.12`
$`bin_8.10 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999

$`bin_8.10 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.5560335

$`bin_8.10 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178

$`bin_8.10 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

$`bin_8.10 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.327738

$`bin_8.10 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.8945182

$`bin_8.10 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009396423


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$`bin_10.12 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$`bin_10.12 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

$`twi_2.4 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1450944

$`twi_2.4 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447

$`twi_2.4 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

$`twi_2.4 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

$`twi_2.4 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$`twi_2.4 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447

$`twi_2.4 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

$`twi_2.4 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1930994

$`twi_2.4 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

$`twi_2.4 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105


$`twi_4.6 vs class | bin_10.12`
$`twi_4.6 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

$`twi_4.6 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.03845695

$`twi_4.6 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.2484384

$`twi_4.6 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2348806

$`twi_4.6 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.4065065


$`twi_4.6 vs class | mef2_8.10`
$`twi_4.6 vs class | mef2_8.10`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | mef2_8.10`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.03845695

$`twi_4.6 vs class | mef2_8.10`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

$`twi_4.6 vs class | mef2_8.10`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.5467309

$`twi_4.6 vs class | mef2_8.10`[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.6302125

$`twi_4.6 vs class | mef2_8.10`[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.07832034


$`mef2_6.8 vs class | mef2_10.12`
$`mef2_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

$`mef2_6.8 vs class | mef2_10.12`[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.03491665

$`mef2_6.8 vs class | mef2_10.12`[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

$`mef2_6.8 vs class | mef2_10.12`[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.1916457

$`mef2_6.8 vs class | mef2_10.12`[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.1087074

$`mef2_6.8 vs class | mef2_10.12`[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.008708252

$`mef2_6.8 vs class | mef2_10.12`[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.02157618


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`mef2_8.10 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$`mef2_8.10 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.000514656

$`mef2_8.10 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=2.307479e-05

$`mef2_8.10 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.0005105183


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$`mef2_8.10 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$`mef2_8.10 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

$`mef2_8.10 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0183658


$`mef2_10.12 vs class | bin_10.12`
$`mef2_10.12 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$`mef2_10.12 vs class | bin_10.12`[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

$`mef2_10.12 vs class | bin_10.12`[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$`mef2_10.12 vs class | bin_10.12`[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=7.15391e-08

$`mef2_10.12 vs class | bin_10.12`[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=4.380333e-10

$`mef2_10.12 vs class | bin_10.12`[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=9.572728e-07


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

$`mef2_10.12 vs class | twi_2.4`[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

$`mef2_10.12 vs class | twi_2.4`[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592

$`mef2_10.12 vs class | twi_2.4`[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=6.178346e-05



Variables left after iteration 2 : mef2_8.10, mef2_10.12, bin_10.12 

adjC
[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569

[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

[[1]][[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[2]][[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

[[2]][[11]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[2]][[12]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.4375335

[[2]][[13]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.5855092

[[2]][[14]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.6808564

[[2]][[15]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.7181466

[[2]][[16]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

[[2]][[17]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

[[2]][[18]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.4706555

[[2]][[19]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.4048191

[[2]][[20]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.6444995

[[2]][[21]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1953152

[[2]][[22]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.4706339

[[2]][[23]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2864308


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.8643672

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.2756653

[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.1333042

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.2096856

[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.262411

[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4027157


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

[[4]][[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

[[4]][[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

[[4]][[11]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.2026118

[[4]][[12]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.4141932

[[4]][[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

[[4]][[14]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.008552051

[[4]][[15]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.5559544

[[4]][[16]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.002281551


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[5]][[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

[[5]][[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[5]][[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999

[[5]][[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1581582

[[5]][[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609

[[5]][[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

[[5]][[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.06812958

[[5]][[15]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=1.425502e-08

[[5]][[16]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.5560335

[[5]][[17]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178

[[5]][[18]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.327738

[[5]][[19]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.8945182

[[5]][[20]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009396423


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

[[6]][[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[6]][[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02648104

[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.006871989

[[6]][[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.001549333

[[6]][[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

[[6]][[16]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.01756026

[[6]][[17]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

[[6]][[18]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

[[6]][[19]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=2.695541e-11

[[6]][[20]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.0002326874

[[6]][[21]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[7]][[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

[[7]][[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[7]][[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

[[7]][[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

[[7]][[14]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1450944

[[7]][[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1930994

[[7]][[16]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

[[7]][[17]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

[[7]][[18]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[7]][[19]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

[[7]][[20]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385

[[7]][[21]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862

[[7]][[22]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105

[[7]][[23]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[8]][[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847

[[8]][[11]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

[[8]][[12]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.03845695

[[8]][[13]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.2484384

[[8]][[14]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2348806

[[8]][[15]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.4065065

[[8]][[16]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

[[8]][[17]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.5467309

[[8]][[18]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.6302125

[[8]][[19]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.07832034


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5199057


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3559017


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4723575


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6944754


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2298392

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3932668

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775

[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

[[13]][[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

[[13]][[11]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.03491665

[[13]][[12]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

[[13]][[13]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.1916457

[[13]][[14]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.1087074

[[13]][[15]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.008708252

[[13]][[16]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.02157618


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

[[14]][[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[14]][[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.000514656

[[14]][[12]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0183658

[[14]][[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.01213234

[[14]][[14]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=2.307479e-05

[[14]][[15]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

[[14]][[16]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.0006518294

[[14]][[17]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

[[14]][[18]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

[[14]][[19]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

[[14]][[20]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.0005105183

[[14]][[21]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

[[15]][[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

[[15]][[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=7.15391e-08

[[15]][[12]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=6.178346e-05

[[15]][[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=1.660466e-06

[[15]][[14]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=4.380333e-10

[[15]][[15]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

[[15]][[16]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

[[15]][[17]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

[[15]][[18]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592

[[15]][[19]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=9.572728e-07

[[15]][[20]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=1.233227e-06



adjC.uncond

[1] 14 15

adjC.filtered

[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[4]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[5]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[6]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[7]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[8]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

[[9]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

[[10]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

[[11]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

[[12]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.262411

[[13]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.6808564


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609

[[14]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178

[[15]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.327738

[[16]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.4706339


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.8945182

[[17]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.5559544


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[18]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[19]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[20]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[21]]
[[21]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[21]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[22]]
[[22]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[22]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[23]]
[[23]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[23]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[24]]
[[24]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[24]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[25]]
[[25]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

[[25]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762


[[26]]
[[26]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

[[26]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762


[[27]]
[[27]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

[[27]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


[[28]]
[[28]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

[[28]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444


[[29]]
[[29]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

[[29]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444


[[30]]
[[30]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

[[30]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178


[[31]]
[[31]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

[[31]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385


[[32]]
[[32]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

[[32]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385


[[33]]
[[33]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2348806

[[33]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.7181466


[[34]]
[[34]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.4065065

[[34]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4027157


[[35]]
[[35]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

[[35]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862


[[36]]
[[36]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

[[36]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862


[[37]]
[[37]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.6302125

[[37]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.6444995


[[38]]
[[38]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

[[38]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105


[[39]]
[[39]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

[[39]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[4]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[5]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[6]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[7]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

[[8]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

[[9]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

[[10]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

[[11]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

[[12]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.262411

[[13]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.6808564


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609

[[14]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178

[[15]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.327738

[[16]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.4706339


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.8945182

[[17]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.5559544


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[18]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[19]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

[[20]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[21]]
[[21]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[21]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[22]]
[[22]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[22]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[23]]
[[23]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[23]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239


[[24]]
[[24]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

[[24]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331


[[25]]
[[25]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

[[25]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762


[[26]]
[[26]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

[[26]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762


[[27]]
[[27]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

[[27]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609


[[28]]
[[28]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

[[28]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444


[[29]]
[[29]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

[[29]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444


[[30]]
[[30]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

[[30]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178


[[31]]
[[31]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

[[31]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385


[[32]]
[[32]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

[[32]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385


[[33]]
[[33]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2348806

[[33]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.7181466


[[34]]
[[34]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.4065065

[[34]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4027157


[[35]]
[[35]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

[[35]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862


[[36]]
[[36]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

[[36]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862


[[37]]
[[37]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.6302125

[[37]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.6444995


[[38]]
[[38]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

[[38]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105


[[39]]
[[39]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

[[39]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105



adjC
[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


removed.ids
 [1] "tin_2.4 vs class | "             "tin_4.6 vs class | "             "bin_6.8 vs class | "             "bin_8.10 vs class | "           
 [5] "twi_4.6 vs class | "             "mef2_6.8 vs class | "            "tin_4.6 vs class | bin_6.8"      "tin_4.6 vs class | bin_8.10"    
 [9] "tin_4.6 vs class | mef2_6.8"     "bin_6.8 vs class | tin_2.4"      "bin_6.8 vs class | tin_4.6"      "bin_6.8 vs class | twi_4.6"     
[13] "bin_6.8 vs class | mef2_6.8"     "bin_8.10 vs class | tin_2.4"     "bin_8.10 vs class | tin_4.6"     "bin_8.10 vs class | twi_4.6"    
[17] "bin_8.10 vs class | mef2_6.8"    "bin_10.12 vs class | tin_2.4"    "bin_10.12 vs class | tin_4.6"    "bin_10.12 vs class | bin_6.8"   
[21] "bin_10.12 vs class | bin_8.10"   "bin_10.12 vs class | twi_4.6"    "bin_10.12 vs class | mef2_6.8"   "twi_2.4 vs class | tin_2.4"     
[25] "twi_2.4 vs class | tin_4.6"      "twi_2.4 vs class | bin_6.8"      "twi_2.4 vs class | bin_8.10"     "twi_2.4 vs class | twi_4.6"     
[29] "twi_2.4 vs class | mef2_6.8"     "twi_4.6 vs class | tin_2.4"      "twi_4.6 vs class | bin_6.8"      "twi_4.6 vs class | bin_8.10"    
[33] "twi_4.6 vs class | mef2_6.8"     "bap_6.8 vs class | tin_2.4"      "bap_6.8 vs class | tin_4.6"      "mef2_4.6 vs class | tin_4.6"    
[37] "mef2_4.6 vs class | twi_4.6"     "mef2_6.8 vs class | tin_2.4"     "mef2_6.8 vs class | tin_4.6"     "mef2_6.8 vs class | bin_6.8"    
[41] "mef2_6.8 vs class | bin_8.10"    "mef2_6.8 vs class | twi_4.6"     "mef2_8.10 vs class | tin_2.4"    "mef2_8.10 vs class | tin_4.6"   
[45] "mef2_8.10 vs class | bin_6.8"    "mef2_8.10 vs class | bin_8.10"   "mef2_8.10 vs class | twi_4.6"    "mef2_8.10 vs class | mef2_6.8"  
[49] "mef2_10.12 vs class | tin_2.4"   "mef2_10.12 vs class | tin_4.6"   "mef2_10.12 vs class | bin_6.8"   "mef2_10.12 vs class | bin_8.10" 
[53] "mef2_10.12 vs class | twi_4.6"   "mef2_10.12 vs class | mef2_6.8"  "bin_10.12 vs class | "           "twi_2.4 vs class | "            
[57] "tin_4.6 vs class | bin_10.12"    "tin_4.6 vs class | twi_2.4"      "tin_4.6 vs class | mef2_8.10"    "tin_4.6 vs class | mef2_10.12"  
[61] "tin_6.8 vs class | bin_10.12"    "bin_6.8 vs class | mef2_10.12"   "bin_8.10 vs class | mef2_8.10"   "bin_8.10 vs class | mef2_10.12" 
[65] "bin_10.12 vs class | twi_2.4"    "twi_2.4 vs class | bin_10.12"    "twi_2.4 vs class | mef2_8.10"    "twi_2.4 vs class | mef2_10.12"  
[69] "twi_4.6 vs class | bin_10.12"    "twi_4.6 vs class | mef2_8.10"    "mef2_6.8 vs class | mef2_10.12"  "mef2_8.10 vs class | bin_10.12" 
[73] "mef2_8.10 vs class | twi_2.4"    "mef2_10.12 vs class | bin_10.12" "mef2_10.12 vs class | twi_2.4"  

direct.nodes
[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


indirect.nodes
[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208

[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285


joint.nodes
[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886


conditional.nodes
[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


direct.inx
 mef2_8.10 mef2_10.12 
        14         15 

indirect.inx
 tin_2.4  bin_6.8 bin_8.10  twi_4.6 mef2_6.8  twi_2.4 
       1        4        5        8       13        7 

joint.inx
  tin_4.6 bin_10.12 
        2         6 

conditional.inx
bin_10.12 bin_10.12 
        6         6 

Dsep
$tin_2.4
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628

$tin_4.6
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$tin_6.8
NULL

$bin_6.8
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$bin_8.10
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$bin_10.12
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

$twi_2.4
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447

$twi_4.6
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
 [1] "tin_4.6 vs class | tin_2.4"             "tin_2.4 vs class | tin_4.6"             "bin_8.10 vs class | bin_6.8"           
 [4] "bin_6.8 vs class | bin_8.10"            "twi_4.6 vs class | tin_4.6"             "tin_4.6 vs class | twi_4.6"            
 [7] "twi_2.4 vs class | tin_4.6,bin_10.12"   "bin_10.12 vs class | tin_4.6,twi_2.4"   "tin_4.6 vs class | twi_2.4,bin_10.12"  
[10] "bin_10.12 vs class | tin_4.6,twi_2.4"   "tin_4.6 vs class | twi_2.4,bin_10.12"   "twi_2.4 vs class | tin_4.6,bin_10.12"  
[13] "tin_4.6 vs class | twi_2.4,bin_10.12"   "bin_10.12 vs class | tin_4.6,twi_2.4"   "tin_4.6 vs class | twi_2.4,bin_10.12"  
[16] "twi_2.4 vs class | tin_4.6,bin_10.12"   "tin_4.6 vs class | mef2_8.10,twi_2.4"   "twi_2.4 vs class | tin_4.6,mef2_8.10"  
[19] "tin_4.6 vs class | mef2_10.12,twi_2.4"  "twi_2.4 vs class | tin_4.6,mef2_10.12"  "tin_4.6 vs class | mef2_8.10,twi_2.4"  
[22] "twi_2.4 vs class | tin_4.6,mef2_8.10"   "tin_4.6 vs class | mef2_10.12,twi_2.4"  "twi_2.4 vs class | tin_4.6,mef2_10.12" 
[25] "tin_6.8 vs class | tin_4.6,bin_10.12"   "tin_4.6 vs class | tin_6.8,bin_10.12"   "bin_8.10 vs class | twi_2.4,mef2_8.10" 
[28] "twi_2.4 vs class | bin_8.10,mef2_8.10"  "bin_8.10 vs class | twi_2.4,mef2_10.12" "twi_2.4 vs class | bin_8.10,mef2_10.12"
[31] "bin_8.10 vs class | tin_4.6,mef2_10.12" "tin_4.6 vs class | bin_8.10,mef2_10.12" "bin_8.10 vs class | bin_6.8,mef2_10.12"
[34] "bin_6.8 vs class | bin_8.10,mef2_10.12" "bin_10.12 vs class | tin_4.6,twi_2.4"   "twi_2.4 vs class | tin_4.6,bin_10.12"  
[37] "bin_10.12 vs class | tin_4.6,twi_2.4"   "tin_4.6 vs class | twi_2.4,bin_10.12"   "bin_10.12 vs class | tin_4.6,twi_2.4"  
[40] "tin_4.6 vs class | twi_2.4,bin_10.12"   "twi_2.4 vs class | tin_4.6,bin_10.12"   "bin_10.12 vs class | tin_4.6,twi_2.4"  
[43] "twi_2.4 vs class | tin_4.6,bin_10.12"   "tin_4.6 vs class | twi_2.4,bin_10.12"   "twi_2.4 vs class | tin_4.6,bin_10.12"  
[46] "tin_4.6 vs class | twi_2.4,bin_10.12"   "twi_2.4 vs class | tin_4.6,bin_10.12"   "bin_10.12 vs class | tin_4.6,twi_2.4"  
[49] "twi_2.4 vs class | tin_4.6,mef2_8.10"   "tin_4.6 vs class | mef2_8.10,twi_2.4"   "twi_2.4 vs class | tin_4.6,mef2_8.10"  
[52] "tin_4.6 vs class | mef2_8.10,twi_2.4"   "twi_2.4 vs class | bin_8.10,mef2_8.10"  "bin_8.10 vs class | twi_2.4,mef2_8.10" 
[55] "twi_2.4 vs class | tin_4.6,mef2_10.12"  "tin_4.6 vs class | mef2_10.12,twi_2.4"  "twi_2.4 vs class | tin_4.6,mef2_10.12" 
[58] "tin_4.6 vs class | mef2_10.12,twi_2.4"  "twi_2.4 vs class | bin_8.10,mef2_10.12" "bin_8.10 vs class | twi_2.4,mef2_10.12"
[61] "twi_4.6 vs class | twi_2.4,bin_10.12"   "twi_2.4 vs class | twi_4.6,bin_10.12"   "twi_4.6 vs class | twi_2.4,bin_10.12"  
[64] "twi_2.4 vs class | twi_4.6,bin_10.12"   "twi_4.6 vs class | tin_4.6,bin_10.12"   "tin_4.6 vs class | twi_4.6,bin_10.12"  
[67] "twi_4.6 vs class | tin_6.8,bin_10.12"   "tin_6.8 vs class | twi_4.6,bin_10.12"   "twi_4.6 vs class | twi_2.4,mef2_8.10"  
[70] "twi_2.4 vs class | twi_4.6,mef2_8.10"   "twi_4.6 vs class | twi_2.4,mef2_8.10"   "twi_2.4 vs class | twi_4.6,mef2_8.10"  
[73] "twi_4.6 vs class | tin_4.6,mef2_8.10"   "tin_4.6 vs class | twi_4.6,mef2_8.10"   "mef2_6.8 vs class | twi_2.4,mef2_10.12"
[76] "twi_2.4 vs class | mef2_6.8,mef2_10.12" "mef2_6.8 vs class | twi_2.4,mef2_10.12" "twi_2.4 vs class | mef2_6.8,mef2_10.12"

edges
[[1]]
EDGE mef2_10.12[15] -> tin_2.4[1] based on 1 test(s)

[[2]]
EDGE mef2_8.10[14] -> bin_6.8[4] based on 1 test(s)

[[3]]
EDGE bin_10.12[6] -> bin_8.10[5] based on 1 test(s)

[[4]]
EDGE mef2_10.12[15] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE mef2_8.10[14] -> mef2_6.8[13] based on 1 test(s)

[[6]]
EDGE mef2_8.10[14] -> twi_2.4[7] based on 1 test(s)

[[7]]
EDGE mef2_10.12[15] -> twi_2.4[7] based on 1 test(s)

[[8]]
EDGE tin_4.6[2] <-> tin_2.4[1] based on 2 test(s)

[[9]]
EDGE bin_8.10[5] <-> bin_6.8[4] based on 2 test(s)

[[10]]
EDGE twi_4.6[8] <-> tin_4.6[2] based on 2 test(s)

[[11]]
EDGE twi_2.4[7] <-> bin_10.12[6] based on 2 test(s)

[[12]]
EDGE tin_4.6[2] <-> bin_10.12[6] based on 2 test(s)

[[13]]
EDGE tin_4.6[2] <-> twi_2.4[7] based on 2 test(s)

[[14]]
EDGE tin_6.8[3] <-> tin_4.6[2] based on 2 test(s)

[[15]]
EDGE bin_8.10[5] <-> twi_2.4[7] based on 2 test(s)

[[16]]
EDGE bin_8.10[5] <-> tin_4.6[2] based on 2 test(s)

[[17]]
EDGE mef2_6.8[13] <-> twi_2.4[7] based on 2 test(s)

[[18]]
EDGE mef2_8.10[14] - mef2_10.12[15] based on 2 test(s)

[[19]]
EDGE bin_10.12[6] .. mef2_8.10[14] based on 1 test(s)

[[20]]
EDGE bin_10.12[6] .. mef2_10.12[15] based on 1 test(s)

[[21]]
EDGE bin_8.10[5] .. mef2_8.10[14] based on 1 test(s)

[[22]]
EDGE mef2_6.8[13] .. mef2_10.12[15] based on 1 test(s)


stats
$setE.pvals
     tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4 
1.309208e-01 1.169569e-02 8.643672e-01 8.873430e-02 5.731205e-02 4.014886e-04 5.932850e-03 1.473022e-02 5.199057e-01 3.559017e-01 4.723575e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.944754e-01 1.411559e-01 7.150445e-05 1.380354e-09 

$setE.log2FC
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    twi_6.8    bap_6.8   mef2_2.4   mef2_4.6   mef2_6.8 
-1.3339007 -2.6988976  0.1016841  0.9735278  1.3885653  1.9328858       -Inf -1.9188632 -0.3598959  0.5729899 -0.9899463  0.1713346  0.6324909 
 mef2_8.10 mef2_10.12 
 1.6463630  2.3665390 

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

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208

$ciTests[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8542569

$ciTests[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4190191

$ciTests[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4356986

$ciTests[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3027121

$ciTests[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7212405

$ciTests[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8323964

$ciTests[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4820039

$ciTests[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.4908495

$ciTests[[1]][[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.5972628


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$ciTests[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.4131645

$ciTests[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$ciTests[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$ciTests[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$ciTests[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$ciTests[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$ciTests[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02943738

$ciTests[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$ciTests[[2]][[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

$ciTests[[2]][[11]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.6661239

$ciTests[[2]][[12]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.4375335

$ciTests[[2]][[13]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.5855092

$ciTests[[2]][[14]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.6808564

$ciTests[[2]][[15]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.7181466

$ciTests[[2]][[16]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10,twi_2.4[14,7], reliable=TRUE, p.value=0.6974762

$ciTests[[2]][[17]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,twi_2.4[15,7], reliable=TRUE, p.value=0.7358444

$ciTests[[2]][[18]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.4706555

$ciTests[[2]][[19]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.4048191

$ciTests[[2]][[20]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.6444995

$ciTests[[2]][[21]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1953152

$ciTests[[2]][[22]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.4706339

$ciTests[[2]][[23]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2864308


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.8643672

$ciTests[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.2756653

$ciTests[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.1333042

$ciTests[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.2096856

$ciTests[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.262411

$ciTests[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.4027157


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$ciTests[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.07958972

$ciTests[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$ciTests[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$ciTests[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$ciTests[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$ciTests[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$ciTests[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.06614448

$ciTests[[4]][[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$ciTests[[4]][[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822

$ciTests[[4]][[11]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.2026118

$ciTests[[4]][[12]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.4141932

$ciTests[[4]][[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.3818149

$ciTests[[4]][[14]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.008552051

$ciTests[[4]][[15]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.5559544

$ciTests[[4]][[16]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.002281551


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$ciTests[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1708722

$ciTests[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$ciTests[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

$ciTests[[5]][[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$ciTests[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$ciTests[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$ciTests[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004501264

$ciTests[[5]][[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$ciTests[[5]][[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999

$ciTests[[5]][[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.1581582

$ciTests[[5]][[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.5456609

$ciTests[[5]][[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.02135546

$ciTests[[5]][[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.06812958

$ciTests[[5]][[15]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=1.425502e-08

$ciTests[[5]][[16]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.5560335

$ciTests[[5]][[17]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.7003178

$ciTests[[5]][[18]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.327738

$ciTests[[5]][[19]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.8945182

$ciTests[[5]][[20]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009396423


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$ciTests[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005384162

$ciTests[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$ciTests[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$ciTests[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

$ciTests[[6]][[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$ciTests[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$ciTests[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.001011906

$ciTests[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$ciTests[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$ciTests[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3265331

$ciTests[[6]][[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02648104

$ciTests[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.006871989

$ciTests[[6]][[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.001549333

$ciTests[[6]][[15]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.01549288

$ciTests[[6]][[16]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.01756026

$ciTests[[6]][[17]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$ciTests[[6]][[18]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$ciTests[[6]][[19]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=2.695541e-11

$ciTests[[6]][[20]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.0002326874

$ciTests[[6]][[21]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.03065002

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$ciTests[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

$ciTests[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$ciTests[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$ciTests[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02366584

$ciTests[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$ciTests[[7]][[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$ciTests[[7]][[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2801368

$ciTests[[7]][[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.3279794

$ciTests[[7]][[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.3369823

$ciTests[[7]][[14]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.1450944

$ciTests[[7]][[15]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.1930994

$ciTests[[7]][[16]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.2254154

$ciTests[[7]][[17]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.2153201

$ciTests[[7]][[18]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$ciTests[[7]][[19]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$ciTests[[7]][[20]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.2853385

$ciTests[[7]][[21]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=0.2365862

$ciTests[[7]][[22]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.2644105

$ciTests[[7]][[23]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1371804

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$ciTests[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

$ciTests[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$ciTests[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$ciTests[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01532978

$ciTests[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$ciTests[[8]][[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847

$ciTests[[8]][[11]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,bin_10.12[7,6], reliable=TRUE, p.value=0.3320233

$ciTests[[8]][[12]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10,bin_10.12[14,6], reliable=TRUE, p.value=0.03845695

$ciTests[[8]][[13]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12,bin_10.12[15,6], reliable=TRUE, p.value=0.2484384

$ciTests[[8]][[14]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.2348806

$ciTests[[8]][[15]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=0.4065065

$ciTests[[8]][[16]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.7808883

$ciTests[[8]][[17]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12,mef2_8.10[15,14], reliable=TRUE, p.value=0.5467309

$ciTests[[8]][[18]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.6302125

$ciTests[[8]][[19]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=0.07832034


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5199057


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3559017


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4723575


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6944754


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1831197

$ciTests[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.04495567

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1386756

$ciTests[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.05469035

$ciTests[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2298392

$ciTests[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3932668

$ciTests[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.07551775

$ciTests[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6393251

$ciTests[[13]][[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.03702405

$ciTests[[13]][[11]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.03491665

$ciTests[[13]][[12]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.3634892

$ciTests[[13]][[13]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.1916457

$ciTests[[13]][[14]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.1087074

$ciTests[[13]][[15]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.008708252

$ciTests[[13]][[16]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.02157618


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

$ciTests[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=6.851764e-05

$ciTests[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$ciTests[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$ciTests[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

$ciTests[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$ciTests[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$ciTests[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$ciTests[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0002929929

$ciTests[[14]][[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$ciTests[[14]][[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.000514656

$ciTests[[14]][[12]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0183658

$ciTests[[14]][[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.01213234

$ciTests[[14]][[14]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=2.307479e-05

$ciTests[[14]][[15]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8,mef2_10.12[4,15], reliable=TRUE, p.value=0.06744804

$ciTests[[14]][[16]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10,mef2_10.12[5,15], reliable=TRUE, p.value=0.0006518294

$ciTests[[14]][[17]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$ciTests[[14]][[18]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$ciTests[[14]][[19]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

$ciTests[[14]][[20]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=0.0005105183

$ciTests[[14]][[21]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8,mef2_10.12[13,15], reliable=TRUE, p.value=0.009366429


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

$ciTests[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=8.574921e-09

$ciTests[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$ciTests[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$ciTests[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

$ciTests[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$ciTests[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

$ciTests[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$ciTests[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=1.97456e-11

$ciTests[[15]][[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$ciTests[[15]][[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=7.15391e-08

$ciTests[[15]][[12]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=6.178346e-05

$ciTests[[15]][[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=1.660466e-06

$ciTests[[15]][[14]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8,bin_10.12[3,6], reliable=TRUE, p.value=4.380333e-10

$ciTests[[15]][[15]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10,mef2_8.10[5,14], reliable=TRUE, p.value=7.926341e-09

$ciTests[[15]][[16]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

$ciTests[[15]][[17]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$ciTests[[15]][[18]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592

$ciTests[[15]][[19]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,bin_10.12[8,6], reliable=TRUE, p.value=9.572728e-07

$ciTests[[15]][[20]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6,mef2_8.10[8,14], reliable=TRUE, p.value=1.233227e-06



$final.calls
         name            type          explained.by explained.pval conditional.type                             conditional.on conditional.explained
1     tin_2.4 strong indirect            mef2_10.12      0.5972628                                                                                  
2     tin_4.6           joint               tin_2.4      0.4131645                                                                                  
3     tin_6.8   no dependence                                   NA                                                                                  
4     bin_6.8 strong indirect             mef2_8.10      0.6736478                                                                                  
5    bin_8.10   weak indirect             bin_10.12      0.7004984            joint                         bin_8.10:mef2_8.10               twi_2.4
6   bin_10.12           joint      tin_4.6, twi_2.4      0.3265331  direct | direct bin_10.12:mef2_8.10 | bin_10.12:mef2_10.12                      
7     twi_2.4 strong indirect mef2_8.10, mef2_10.12      0.2962447                                                                                  
8     twi_4.6 strong indirect            mef2_10.12      0.2838470                                                                                  
9     twi_6.8   no dependence                                   NA                                                                                  
10    bap_6.8   no dependence                                   NA                                                                                  
11   mef2_2.4   no dependence                                   NA                                                                                  
12   mef2_4.6   no dependence                                   NA                                                                                  
13   mef2_6.8 strong indirect             mef2_8.10      0.6393251            joint                        mef2_6.8:mef2_10.12               twi_2.4
14  mef2_8.10          direct                                   NA                                                                                  
15 mef2_10.12          direct                                   NA                                                                                  
    conditional.pval marginal.pval     log2FC
1                     1.309208e-01 -1.3339007
2                     1.169569e-02 -2.6988976
3                     8.643672e-01  0.1016841
4                     8.873430e-02  0.9735278
5  0.545660853531913  5.731205e-02  1.3885653
6                     4.014886e-04  1.9328858
7                     5.932850e-03       -Inf
8                     1.473022e-02 -1.9188632
9                     5.199057e-01 -0.3598959
10                    3.559017e-01  0.5729899
11                    4.723575e-01 -0.9899463
12                    6.944754e-01  0.1713346
13 0.363489185482844  1.411559e-01  0.6324909
14                    7.150445e-05  1.6463630
15                    1.380354e-09  2.3665390

