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    mef2_4.6 
0.387110680 0.891421923 0.011536272 0.070502160 0.062347629 0.031260897 0.001661483 0.166896022 0.802758961 0.054284789 0.339037570 0.875491172 
   mef2_6.8   mef2_8.10  mef2_10.12 
0.045819256 0.026573666 0.070502160 

setE.inx
   tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    bap_6.8   mef2_6.8  mef2_8.10 mef2_10.12 
         3          4          5          6          7         10         13         14         15 

setE.names
[1] "tin_6.8"    "bin_6.8"    "bin_8.10"   "bin_10.12"  "twi_2.4"    "bap_6.8"    "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     mef2_6.8
tin_2.4         NA      NA      NA           NA           NA           NA           NA      NA      NA           NA       NA       NA           NA
tin_4.6         NA      NA      NA           NA           NA           NA           NA      NA      NA           NA       NA       NA           NA
tin_6.8         NA      NA      NA 3.425028e-07 5.256868e-02 2.582777e-01 0.1650125003      NA      NA 6.930409e-15       NA       NA 3.822798e-09
bin_6.8         NA      NA      NA           NA 1.571329e-12 1.630990e-09 0.0040931555      NA      NA 8.617435e-08       NA       NA 3.706018e-03
bin_8.10        NA      NA      NA           NA           NA 9.312666e-12 0.0025488840      NA      NA 1.301072e-03       NA       NA 7.840508e-01
bin_10.12       NA      NA      NA           NA           NA           NA 0.0001042056      NA      NA 4.383907e-02       NA       NA 5.811904e-01
twi_2.4         NA      NA      NA           NA           NA           NA           NA      NA      NA 2.060385e-01       NA       NA 6.452852e-01
twi_4.6         NA      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           NA
bap_6.8         NA      NA      NA           NA           NA           NA           NA      NA      NA           NA       NA       NA 1.487301e-06
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              NA           NA
tin_4.6              NA           NA
tin_6.8    2.344538e-03 1.028328e-01
bin_6.8    9.846175e-04 7.723458e-01
bin_8.10   6.064970e-02 7.392659e-01
bin_10.12  2.550489e-01 4.324185e-01
twi_2.4    1.392374e-02 4.093156e-03
twi_4.6              NA           NA
twi_6.8              NA           NA
bap_6.8    2.428328e-03 4.556218e-02
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8   2.478303e-10 3.706018e-03
mef2_8.10            NA 7.829188e-13
mef2_10.12           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      NA      NA           NA           NA           NA           NA      NA      NA           NA       NA       NA           NA
tin_4.6         NA      NA      NA           NA           NA           NA           NA      NA      NA           NA       NA       NA           NA
tin_6.8         NA      NA      NA 7.214813e-07 1.687631e-01 4.769331e-01 0.2938963078      NA      NA 7.624611e-14       NA       NA 4.494449e-08
bin_6.8         NA      NA      NA           NA 3.723563e-11 3.099149e-08 0.0196414199      NA      NA 1.832139e-07       NA       NA 6.190679e-03
bin_8.10        NA      NA      NA           NA           NA 2.250224e-10 0.0159997096      NA      NA 7.882718e-03       NA       NA 8.095660e-01
bin_10.12       NA      NA      NA           NA           NA           NA 0.0009614549      NA      NA 1.466839e-01       NA       NA 5.750255e-01
twi_2.4         NA      NA      NA           NA           NA           NA           NA      NA      NA 3.039922e-01       NA       NA 3.762133e-01
twi_4.6         NA      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           NA
bap_6.8         NA      NA      NA           NA           NA           NA           NA      NA      NA           NA       NA       NA 8.488356e-06
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              NA           NA
tin_4.6              NA           NA
tin_6.8    1.796519e-02 3.252639e-01
bin_6.8    7.268626e-03 8.067874e-01
bin_8.10   1.861418e-01 7.578782e-01
bin_10.12  4.793575e-01 6.309847e-01
twi_2.4    5.653039e-02 1.964142e-02
twi_4.6              NA           NA
twi_6.8              NA           NA
bap_6.8    1.638601e-02 1.724365e-01
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8   4.292258e-09 2.178729e-02
mef2_8.10            NA 1.886070e-11
mef2_10.12           NA           NA

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

adjX.star.cond.p.vals
           tin_2.4 tin_4.6     tin_6.8     bin_6.8   bin_8.10  bin_10.12     twi_2.4 twi_4.6 twi_6.8     bap_6.8 mef2_2.4 mef2_4.6    mef2_6.8
tin_2.4         NA      NA 0.630332560 0.177528331 0.50968382 0.49173978 0.055155333      NA      NA 0.443722203       NA       NA 0.909563174
tin_4.6         NA      NA 0.684721770 0.639078001 0.91699536 0.80883496 0.007531726      NA      NA 0.815694119       NA       NA 0.837340310
tin_6.8         NA      NA          NA 0.014283033 0.04607084 0.03994873 0.073514450      NA      NA 0.045498608       NA       NA 0.090440461
bin_6.8         NA      NA 0.075000495          NA 0.48692921 0.48443458 0.447290547      NA      NA 0.066424365       NA       NA 0.113111722
bin_8.10        NA      NA 0.310371480 0.539354003         NA 0.52737229 0.650841336      NA      NA 0.333160892       NA       NA 0.274403357
bin_10.12       NA      NA 0.150167699 0.293708620 0.27294355         NA 0.519987231      NA      NA 0.155833463       NA       NA 0.133773519
twi_2.4         NA      NA 0.006316433 0.009944781 0.01148377 0.01470685          NA      NA      NA 0.005152686       NA       NA 0.003475287
twi_4.6         NA      NA 0.131662646 0.253771984 0.41640036 0.43288286 0.117212141      NA      NA 0.226762791       NA       NA 0.176768509
twi_6.8         NA      NA 0.777516390 0.508573628 0.91693931 0.91249028 0.253754907      NA      NA 0.689975510       NA       NA 0.416331059
bap_6.8         NA      NA 0.192957889 0.052797654 0.22624021 0.19052745 0.191474714      NA      NA          NA       NA       NA 0.193510930
mef2_2.4        NA      NA 0.946366180 0.816660091 0.53469353 0.49641047 0.505476980      NA      NA 0.858996940       NA       NA 0.671492884
mef2_4.6        NA      NA 0.605457366 0.627746439 0.85874144 0.87098811 0.017631879      NA      NA 0.775096166       NA       NA 0.429027071
mef2_6.8        NA      NA 0.233174910 0.060346397 0.11323223 0.09330082 0.090643938      NA      NA 0.129199158       NA       NA          NA
mef2_8.10       NA      NA 0.206821550 0.162029373 0.09587516 0.08501670 0.218398479      NA      NA 0.163046355       NA       NA 0.242916425
mef2_10.12      NA      NA 0.309712577 0.191635752 0.16371942 0.18219278 0.447290547      NA      NA 0.291612960       NA       NA 0.395764082
            mef2_8.10  mef2_10.12
tin_2.4    0.71400048 0.605962564
tin_4.6    0.94816524 0.983061003
tin_6.8    0.09500760 0.060137764
bin_6.8    0.38705086 0.191635752
bin_8.10   0.28337286 0.193126135
bin_10.12  0.13970502 0.118096962
twi_2.4    0.00983487 0.009944781
twi_4.6    0.24487383 0.447524643
twi_6.8    0.81770069 0.942244203
bap_6.8    0.30990704 0.232411242
mef2_2.4   0.87719047 0.834768765
mef2_4.6   0.73312490 0.763609006
mef2_6.8   0.30297484 0.211493727
mef2_8.10          NA 0.229470446
mef2_10.12 0.55554688          NA

adjX.inx
[[1]]
NULL

[[2]]
NULL

[[3]]
[1] 4

[[4]]
[1]  3  7 10 13

[[5]]
[1]  3  7 14

[[6]]
[1] 7

[[7]]
[1]  1  2 12

[[8]]
NULL

[[9]]
NULL

[[10]]
[1] 3 4

[[11]]
NULL

[[12]]
NULL

[[13]]
[1] 3

[[14]]
[1] 3 7

[[15]]
[1] 7


condX.inx
[[1]]
[1] 7

[[2]]
[1] 7

[[3]]
[1]  4  5  6  7 10 13 14 15

[[4]]
[1]  3 10

[[5]]
NULL

[[6]]
NULL

[[7]]
[1]  3  4  5  6 10 13 14 15

[[8]]
NULL

[[9]]
NULL

[[10]]
[1] 4

[[11]]
NULL

[[12]]
[1] 7

[[13]]
[1] 4 6 7

[[14]]
[1] 5 6

[[15]]
NULL


setE.cond
  tin_2.4   tin_4.6   tin_6.8   bin_6.8   twi_2.4   bap_6.8  mef2_4.6  mef2_6.8 mef2_8.10 
        1         2         3         4         7        10        12        13        14 

onlySetE.cond
[1]  1  2 12

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

[[1]][[2]]
NULL

[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6303326

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1775283

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5096838

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4917398

[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05515533

[[1]][[8]]
NULL

[[1]][[9]]
NULL

[[1]][[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.4437222

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.9095632

[[1]][[14]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.7140005

[[1]][[15]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.6059626


[[2]]
[[2]][[1]]
NULL

[[2]][[2]]
NULL

[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6847218

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.639078

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.9169954

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.808835

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

[[2]][[8]]
NULL

[[2]][[9]]
NULL

[[2]][[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.8156941

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.8373403

[[2]][[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.9481652

[[2]][[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.983061


[[3]]
[[3]][[1]]
NULL

[[3]][[2]]
NULL

[[3]][[3]]
NULL

[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

[[3]][[8]]
NULL

[[3]][[9]]
NULL

[[3]][[10]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

[[3]][[14]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076

[[3]][[15]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776


[[4]]
[[4]][[1]]
NULL

[[4]][[2]]
NULL

[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

[[4]][[4]]
NULL

[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292

[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

[[4]][[8]]
NULL

[[4]][[9]]
NULL

[[4]][[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1131117

[[4]][[14]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509

[[4]][[15]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358


[[5]]
[[5]][[1]]
NULL

[[5]][[2]]
NULL

[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3103715

[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

[[5]][[5]]
NULL

[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6508413

[[5]][[8]]
NULL

[[5]][[9]]
NULL

[[5]][[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034

[[5]][[14]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2833729

[[5]][[15]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


[[6]]
[[6]][[1]]
NULL

[[6]][[2]]
NULL

[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

[[6]][[8]]
NULL

[[6]][[9]]
NULL

[[6]][[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

[[6]][[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705

[[6]][[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


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

[[7]][[2]]
NULL

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

[[7]][[7]]
NULL

[[7]][[8]]
NULL

[[7]][[9]]
NULL

[[7]][[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

[[7]][[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487

[[7]][[15]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781


[[8]]
[[8]][[1]]
NULL

[[8]][[2]]
NULL

[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1316626

[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.253772

[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4164004

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4328829

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1172121

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2267628

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1767685

[[8]][[14]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2448738

[[8]][[15]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.4475246


[[9]]
[[9]][[1]]
NULL

[[9]][[2]]
NULL

[[9]][[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.7775164

[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5085736

[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.9169393

[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9124903

[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2537549

[[9]][[8]]
NULL

[[9]][[9]]
NULL

[[9]][[10]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6899755

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4163311

[[9]][[14]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8177007

[[9]][[15]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.9422442


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

[[10]][[2]]
NULL

[[10]][[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1929579

[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765

[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1914747

[[10]][[8]]
NULL

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109

[[10]][[14]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907

[[10]][[15]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


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

[[11]][[2]]
NULL

[[11]][[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.9463662

[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.8166601

[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5346935

[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4964105

[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.505477

[[11]][[8]]
NULL

[[11]][[9]]
NULL

[[11]][[10]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.8589969

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6714929

[[11]][[14]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.8771905

[[11]][[15]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.8347688


[[12]]
[[12]][[1]]
NULL

[[12]][[2]]
NULL

[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6054574

[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6277464

[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8587414

[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8709881

[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

[[12]][[8]]
NULL

[[12]][[9]]
NULL

[[12]][[10]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.7750962

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.4290271

[[12]][[14]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.7331249

[[12]][[15]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.763609


[[13]]
[[13]][[1]]
NULL

[[13]][[2]]
NULL

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464

[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

[[13]][[8]]
NULL

[[13]][[9]]
NULL

[[13]][[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

[[13]][[11]]
NULL

[[13]][[12]]
NULL

[[13]][[13]]
NULL

[[13]][[14]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748

[[13]][[15]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937


[[14]]
[[14]][[1]]
NULL

[[14]][[2]]
NULL

[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516

[[14]][[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

[[14]][[8]]
NULL

[[14]][[9]]
NULL

[[14]][[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[14]][[14]]
NULL

[[14]][[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


[[15]]
[[15]][[1]]
NULL

[[15]][[2]]
NULL

[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3097126

[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

[[15]][[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

[[15]][[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

[[15]][[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

[[15]][[8]]
NULL

[[15]][[9]]
NULL

[[15]][[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

[[15]][[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469

[[15]][[15]]
NULL



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

adjC at n = 1 
[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763

[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

[[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479

[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

[[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05515533

[[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

[[12]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303

[[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084

[[14]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

[[15]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

[[16]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861

[[17]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

[[18]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076

[[19]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776

[[20]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

[[21]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436

[[22]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

[[23]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781

[[24]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377

[[25]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

[[26]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686

[[27]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

[[28]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487

[[29]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781

[[30]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765

[[31]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

[[32]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464

[[33]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[34]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

[[35]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516

[[36]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167


ciTests.adjC at n = 1 
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1131117

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3103715

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6508413

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2833729

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1929579

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1914747

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109

$`bap_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907

$`bap_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3097126

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469


$`tin_2.4 vs class | twi_2.4`
$`tin_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05515533


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726


$`tin_6.8 vs class | bin_6.8`
$`tin_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303


$`tin_6.8 vs class | bin_8.10`
$`tin_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873


$`tin_6.8 vs class | twi_2.4`
$`tin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445


$`tin_6.8 vs class | bap_6.8`
$`tin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861


$`tin_6.8 vs class | mef2_6.8`
$`tin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046


$`tin_6.8 vs class | mef2_8.10`
$`tin_6.8 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


$`tin_6.8 vs class | mef2_10.12`
$`tin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776


$`bin_6.8 vs class | tin_6.8`
$`bin_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005


$`bin_6.8 vs class | bap_6.8`
$`bin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685


$`twi_2.4 vs class | bap_6.8`
$`twi_2.4 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781


$`bap_6.8 vs class | bin_6.8`
$`bap_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464


$`mef2_6.8 vs class | bin_10.12`
$`mef2_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167



adjC.pvals at n = 1 
           tin_6.8 vs class |             bin_6.8 vs class |            bin_8.10 vs class |           bin_10.12 vs class |  
                   0.095007599                    0.486929206                    0.650841336                    0.519987231 
           twi_2.4 vs class |             bap_6.8 vs class |            mef2_6.8 vs class |           mef2_8.10 vs class |  
                   0.014706848                    0.309907045                    0.302974835                    0.242916425 
        mef2_10.12 vs class |      tin_2.4 vs class | twi_2.4     tin_4.6 vs class | twi_2.4     tin_6.8 vs class | bin_6.8 
                   0.555546877                    0.055155333                    0.007531726                    0.014283033 
   tin_6.8 vs class | bin_8.10   tin_6.8 vs class | bin_10.12     tin_6.8 vs class | twi_2.4     tin_6.8 vs class | bap_6.8 
                   0.046070841                    0.039948727                    0.073514450                    0.045498608 
   tin_6.8 vs class | mef2_6.8   tin_6.8 vs class | mef2_8.10  tin_6.8 vs class | mef2_10.12     bin_6.8 vs class | tin_6.8 
                   0.090440461                    0.095007599                    0.060137764                    0.075000495 
    bin_6.8 vs class | bap_6.8     twi_2.4 vs class | tin_6.8     twi_2.4 vs class | bin_6.8    twi_2.4 vs class | bin_8.10 
                   0.066424365                    0.006316433                    0.009944781                    0.011483767 
  twi_2.4 vs class | bin_10.12     twi_2.4 vs class | bap_6.8    twi_2.4 vs class | mef2_6.8   twi_2.4 vs class | mef2_8.10 
                   0.014706848                    0.005152686                    0.003475287                    0.009834870 
 twi_2.4 vs class | mef2_10.12     bap_6.8 vs class | bin_6.8    mef2_4.6 vs class | twi_2.4    mef2_6.8 vs class | bin_6.8 
                   0.009944781                    0.052797654                    0.017631879                    0.060346397 
 mef2_6.8 vs class | bin_10.12    mef2_6.8 vs class | twi_2.4  mef2_8.10 vs class | bin_8.10 mef2_8.10 vs class | bin_10.12 
                   0.093300821                    0.090643938                    0.095875160                    0.085016703 

adjC.pvals.inx at n = 1 
           tin_6.8 vs class |             bin_6.8 vs class |            bin_8.10 vs class |           bin_10.12 vs class |  
                             8                              3                              5                              5 
           twi_2.4 vs class |             bap_6.8 vs class |            mef2_6.8 vs class |           mef2_8.10 vs class |  
                             5                              8                              8                              8 
        mef2_10.12 vs class |      tin_2.4 vs class | twi_2.4     tin_4.6 vs class | twi_2.4     tin_6.8 vs class | bin_6.8 
                             9                              1                              1                              1 
   tin_6.8 vs class | bin_8.10   tin_6.8 vs class | bin_10.12     tin_6.8 vs class | twi_2.4     tin_6.8 vs class | bap_6.8 
                             1                              1                              1                              1 
   tin_6.8 vs class | mef2_6.8   tin_6.8 vs class | mef2_8.10  tin_6.8 vs class | mef2_10.12     bin_6.8 vs class | tin_6.8 
                             1                              1                              1                              1 
    bin_6.8 vs class | bap_6.8     twi_2.4 vs class | tin_6.8     twi_2.4 vs class | bin_6.8    twi_2.4 vs class | bin_8.10 
                             1                              1                              1                              1 
  twi_2.4 vs class | bin_10.12     twi_2.4 vs class | bap_6.8    twi_2.4 vs class | mef2_6.8   twi_2.4 vs class | mef2_8.10 
                             1                              1                              1                              1 
 twi_2.4 vs class | mef2_10.12     bap_6.8 vs class | bin_6.8    mef2_4.6 vs class | twi_2.4    mef2_6.8 vs class | bin_6.8 
                             1                              1                              1                              1 
 mef2_6.8 vs class | bin_10.12    mef2_6.8 vs class | twi_2.4  mef2_8.10 vs class | bin_8.10 mef2_8.10 vs class | bin_10.12 
                             1                              1                              1                              1 

adjC.pvals (adjusted) at n = 1 
           tin_6.8 vs class |             bin_6.8 vs class |            bin_8.10 vs class |           bin_10.12 vs class |  
                   0.095007599                    0.486929206                    0.650841336                    0.519987231 
           twi_2.4 vs class |             bap_6.8 vs class |            mef2_6.8 vs class |           mef2_8.10 vs class |  
                   0.014706848                    0.309907045                    0.302974835                    0.242916425 
        mef2_10.12 vs class |      tin_2.4 vs class | twi_2.4     tin_4.6 vs class | twi_2.4     tin_6.8 vs class | bin_6.8 
                   0.555546877                    0.055155333                    0.007531726                    0.014283033 
   tin_6.8 vs class | bin_8.10   tin_6.8 vs class | bin_10.12     tin_6.8 vs class | twi_2.4     tin_6.8 vs class | bap_6.8 
                   0.046070841                    0.039948727                    0.073514450                    0.045498608 
   tin_6.8 vs class | mef2_6.8   tin_6.8 vs class | mef2_8.10  tin_6.8 vs class | mef2_10.12     bin_6.8 vs class | tin_6.8 
                   0.090440461                    0.095007599                    0.060137764                    0.075000495 
    bin_6.8 vs class | bap_6.8     twi_2.4 vs class | tin_6.8     twi_2.4 vs class | bin_6.8    twi_2.4 vs class | bin_8.10 
                   0.066424365                    0.006316433                    0.009944781                    0.011483767 
  twi_2.4 vs class | bin_10.12     twi_2.4 vs class | bap_6.8    twi_2.4 vs class | mef2_6.8   twi_2.4 vs class | mef2_8.10 
                   0.014706848                    0.005152686                    0.003475287                    0.009834870 
 twi_2.4 vs class | mef2_10.12     bap_6.8 vs class | bin_6.8    mef2_4.6 vs class | twi_2.4    mef2_6.8 vs class | bin_6.8 
                   0.009944781                    0.052797654                    0.017631879                    0.060346397 
 mef2_6.8 vs class | bin_10.12    mef2_6.8 vs class | twi_2.4  mef2_8.10 vs class | bin_8.10 mef2_8.10 vs class | bin_10.12 
                   0.093300821                    0.090643938                    0.095875160                    0.085016703 

adjC.delete
   bin_6.8 vs class |    bin_8.10 vs class |   bin_10.12 vs class |     bap_6.8 vs class |    mef2_6.8 vs class |   mef2_8.10 vs class |  
                     2                      3                      4                      6                      7                      8 
mef2_10.12 vs class |  
                     9 

delete.inx
[1]  4  5  6 10 13 14 15

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

[[1]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

[[3]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

[[7]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

[[8]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

[[9]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[10]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

[[11]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

[[12]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

[[13]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

[[14]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937


[[16]]
[[16]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469

[[16]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704



ciTests.adjC.removed
$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1131117

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3103715

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6508413

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2833729

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1929579

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1914747

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109

$`bap_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907

$`bap_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3097126

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469


$`tin_6.8 vs class | bin_6.8`
$`tin_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303


$`tin_6.8 vs class | bin_8.10`
$`tin_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873


$`tin_6.8 vs class | bap_6.8`
$`tin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861


$`tin_6.8 vs class | mef2_6.8`
$`tin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046


$`tin_6.8 vs class | mef2_8.10`
$`tin_6.8 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


$`tin_6.8 vs class | mef2_10.12`
$`tin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776


$`bin_6.8 vs class | bap_6.8`
$`bin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685


$`twi_2.4 vs class | bap_6.8`
$`twi_2.4 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781


$`bap_6.8 vs class | bin_6.8`
$`bap_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464


$`mef2_6.8 vs class | bin_10.12`
$`mef2_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167



Variables left after iteration 1 : tin_6.8, twi_2.4, tin_2.4, tin_4.6, bin_6.8, mef2_4.6, mef2_6.8 

adjC
[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05515533

[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

[[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

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

Conditioning on sets of 2 variable(s) from tin_6.8, twi_2.4, tin_2.4, tin_4.6, bin_6.8, mef2_4.6, mef2_6.8 

adjC at n = 2 
[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05515533

[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

[[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394


ciTests.adjC at n = 2 
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776

$`tin_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

$`tin_6.8 vs class | `[[11]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3950577

$`tin_6.8 vs class | `[[12]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3519032

$`tin_6.8 vs class | `[[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_6.8[4,3], reliable=TRUE, p.value=0.05780837


$`tin_2.4 vs class | twi_2.4`
$`tin_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05515533

$`tin_2.4 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716

$`tin_2.4 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4151755

$`tin_2.4 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.36805

$`tin_2.4 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.40672


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.06149669

$`tin_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.09320221

$`tin_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116

$`tin_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1109536


$`tin_6.8 vs class | twi_2.4`
$`tin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$`tin_6.8 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

$`tin_6.8 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3950577

$`tin_6.8 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3519032

$`tin_6.8 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


$`bin_6.8 vs class | tin_6.8`
$`bin_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

$`bin_6.8 vs class | tin_6.8`[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,tin_6.8[7,3], reliable=TRUE, p.value=0.6061611


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

$`twi_2.4 vs class | tin_6.8`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_6.8[4,3], reliable=TRUE, p.value=0.05780837


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

$`mef2_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.0890376

$`mef2_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1531937

$`mef2_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

$`mef2_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1941132


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$`mef2_6.8 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

$`mef2_6.8 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.564224

$`mef2_6.8 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.6674961

$`mef2_6.8 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6356532



adjC.pvals at n = 2 
        tin_6.8 vs class |          twi_2.4 vs class |   tin_2.4 vs class | twi_2.4  tin_4.6 vs class | twi_2.4  tin_6.8 vs class | twi_2.4 
                 0.65981637                  0.05780837                  0.41517548                  0.31801164                  0.65981637 
 bin_6.8 vs class | tin_6.8  twi_2.4 vs class | tin_6.8 mef2_4.6 vs class | twi_2.4 mef2_6.8 vs class | twi_2.4 
                 0.60616107                  0.05780837                  0.54806807                  0.66749615 

adjC.pvals.inx at n = 2 
        tin_6.8 vs class |          twi_2.4 vs class |   tin_2.4 vs class | twi_2.4  tin_4.6 vs class | twi_2.4  tin_6.8 vs class | twi_2.4 
                         13                          10                           3                           4                           5 
 bin_6.8 vs class | tin_6.8  twi_2.4 vs class | tin_6.8 mef2_4.6 vs class | twi_2.4 mef2_6.8 vs class | twi_2.4 
                          2                           2                           4                           4 

adjC.pvals (adjusted) at n = 2 
        tin_6.8 vs class |          twi_2.4 vs class |   tin_2.4 vs class | twi_2.4  tin_4.6 vs class | twi_2.4  tin_6.8 vs class | twi_2.4 
                 0.65981637                  0.05780837                  0.41517548                  0.31801164                  0.65981637 
 bin_6.8 vs class | tin_6.8  twi_2.4 vs class | tin_6.8 mef2_4.6 vs class | twi_2.4 mef2_6.8 vs class | twi_2.4 
                 0.60616107                  0.05780837                  0.54806807                  0.66749615 

adjC.delete
        tin_6.8 vs class |   tin_2.4 vs class | twi_2.4  tin_4.6 vs class | twi_2.4  tin_6.8 vs class | twi_2.4  bin_6.8 vs class | tin_6.8 
                          1                           3                           4                           5                           6 
mef2_4.6 vs class | twi_2.4 mef2_6.8 vs class | twi_2.4 
                          8                           9 

delete.inx
[1] 3

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

[[1]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

[[3]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

[[7]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

[[8]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

[[9]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[10]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

[[11]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

[[12]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

[[13]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

[[14]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937


[[16]]
[[16]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469

[[16]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


[[17]]
[[17]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716

[[17]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811


[[18]]
[[18]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

[[18]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716


[[19]]
[[19]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1531937

[[19]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.36805


[[20]]
[[20]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

[[20]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116


[[21]]
[[21]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

[[21]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


[[22]]
[[22]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

[[22]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


[[23]]
[[23]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.564224

[[23]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.40672


[[24]]
[[24]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.6674961

[[24]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1109536


[[25]]
[[25]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6356532

[[25]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1941132



ciTests.adjC.removed
$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1131117

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3103715

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6508413

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2833729

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1929579

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1914747

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109

$`bap_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907

$`bap_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3097126

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469


$`tin_6.8 vs class | bin_6.8`
$`tin_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303


$`tin_6.8 vs class | bin_8.10`
$`tin_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873


$`tin_6.8 vs class | bap_6.8`
$`tin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861


$`tin_6.8 vs class | mef2_6.8`
$`tin_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046


$`tin_6.8 vs class | mef2_8.10`
$`tin_6.8 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076


$`tin_6.8 vs class | mef2_10.12`
$`tin_6.8 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776


$`bin_6.8 vs class | bap_6.8`
$`bin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436


$`twi_2.4 vs class | bin_6.8`
$`twi_2.4 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685


$`twi_2.4 vs class | bap_6.8`
$`twi_2.4 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686


$`twi_2.4 vs class | mef2_6.8`
$`twi_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287


$`twi_2.4 vs class | mef2_8.10`
$`twi_2.4 vs class | mef2_8.10`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487


$`twi_2.4 vs class | mef2_10.12`
$`twi_2.4 vs class | mef2_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781


$`bap_6.8 vs class | bin_6.8`
$`bap_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765


$`mef2_6.8 vs class | bin_6.8`
$`mef2_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464


$`mef2_6.8 vs class | bin_10.12`
$`mef2_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082


$`mef2_8.10 vs class | bin_8.10`
$`mef2_8.10 vs class | bin_8.10`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516


$`mef2_8.10 vs class | bin_10.12`
$`mef2_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167


$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776

$`tin_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

$`tin_6.8 vs class | `[[11]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3950577

$`tin_6.8 vs class | `[[12]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3519032

$`tin_6.8 vs class | `[[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


$`tin_2.4 vs class | twi_2.4`
$`tin_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05515533

$`tin_2.4 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716

$`tin_2.4 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4151755

$`tin_2.4 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.36805

$`tin_2.4 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.40672


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.007531726

$`tin_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.06149669

$`tin_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.09320221

$`tin_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116

$`tin_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1109536


$`tin_6.8 vs class | twi_2.4`
$`tin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$`tin_6.8 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

$`tin_6.8 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3950577

$`tin_6.8 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3519032

$`tin_6.8 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


$`bin_6.8 vs class | tin_6.8`
$`bin_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

$`bin_6.8 vs class | tin_6.8`[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,tin_6.8[7,3], reliable=TRUE, p.value=0.6061611


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

$`twi_2.4 vs class | tin_6.8`[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_6.8[4,3], reliable=TRUE, p.value=0.05780837


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01763188

$`mef2_4.6 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.0890376

$`mef2_4.6 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1531937

$`mef2_4.6 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

$`mef2_4.6 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1941132


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$`mef2_6.8 vs class | twi_2.4`[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

$`mef2_6.8 vs class | twi_2.4`[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.564224

$`mef2_6.8 vs class | twi_2.4`[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.6674961

$`mef2_6.8 vs class | twi_2.4`[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6356532



Variables left after iteration 2 : twi_2.4 

adjC
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3871107

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716

[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4151755

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.36805

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.40672


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.8914219

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.06149669

[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.09320221

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1109536


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303

[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084

[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076

[[3]][[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776

[[3]][[10]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

[[3]][[11]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3950577

[[3]][[12]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3519032

[[3]][[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292

[[4]][[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346

[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1131117

[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509

[[4]][[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358

[[4]][[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,tin_6.8[7,3], reliable=TRUE, p.value=0.6061611


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3103715

[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723

[[5]][[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6508413

[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034

[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2833729

[[5]][[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

[[6]][[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705

[[6]][[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686

[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487

[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781

[[7]][[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_6.8[4,3], reliable=TRUE, p.value=0.05780837


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.166896


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.802759


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479

[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1929579

[[10]][[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765

[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1914747

[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109

[[10]][[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907

[[10]][[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3390376


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.8754912

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.0890376

[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1531937

[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1941132


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748

[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937

[[13]][[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

[[13]][[11]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.564224

[[13]][[12]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.6674961

[[13]][[13]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6356532


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516

[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

[[14]][[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

[[14]][[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[14]][[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3097126

[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

[[15]][[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

[[15]][[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

[[15]][[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

[[15]][[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

[[15]][[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469



adjC.uncond

[1] 7

adjC.filtered

[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483


adjC.before.filtering

[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

[[1]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

[[3]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

[[7]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

[[8]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

[[9]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[10]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

[[11]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

[[12]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

[[13]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

[[14]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937


[[16]]
[[16]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469

[[16]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


[[17]]
[[17]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716

[[17]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811


[[18]]
[[18]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

[[18]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716


[[19]]
[[19]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1531937

[[19]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.36805


[[20]]
[[20]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

[[20]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116


[[21]]
[[21]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

[[21]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


[[22]]
[[22]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

[[22]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


[[23]]
[[23]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.564224

[[23]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.40672


[[24]]
[[24]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.6674961

[[24]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1109536


[[25]]
[[25]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6356532

[[25]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1941132



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

[[1]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

[[3]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

[[7]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

[[8]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

[[9]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

[[10]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

[[11]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

[[12]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

[[13]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

[[14]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937


[[16]]
[[16]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469

[[16]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


[[17]]
[[17]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716

[[17]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811


[[18]]
[[18]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

[[18]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716


[[19]]
[[19]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1531937

[[19]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.36805


[[20]]
[[20]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

[[20]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116


[[21]]
[[21]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

[[21]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


[[22]]
[[22]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

[[22]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


[[23]]
[[23]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.564224

[[23]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.40672


[[24]]
[[24]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.6674961

[[24]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1109536


[[25]]
[[25]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6356532

[[25]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1941132



adjC
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483


removed.ids
 [1] "bin_6.8 vs class | "            "bin_8.10 vs class | "           "bin_10.12 vs class | "          "bap_6.8 vs class | "           
 [5] "mef2_6.8 vs class | "           "mef2_8.10 vs class | "          "mef2_10.12 vs class | "         "tin_6.8 vs class | bin_6.8"    
 [9] "tin_6.8 vs class | bin_8.10"    "tin_6.8 vs class | bin_10.12"   "tin_6.8 vs class | bap_6.8"     "tin_6.8 vs class | mef2_6.8"   
[13] "tin_6.8 vs class | mef2_8.10"   "tin_6.8 vs class | mef2_10.12"  "bin_6.8 vs class | bap_6.8"     "twi_2.4 vs class | bin_6.8"    
[17] "twi_2.4 vs class | bin_8.10"    "twi_2.4 vs class | bin_10.12"   "twi_2.4 vs class | bap_6.8"     "twi_2.4 vs class | mef2_6.8"   
[21] "twi_2.4 vs class | mef2_8.10"   "twi_2.4 vs class | mef2_10.12"  "bap_6.8 vs class | bin_6.8"     "mef2_6.8 vs class | bin_6.8"   
[25] "mef2_6.8 vs class | bin_10.12"  "mef2_8.10 vs class | bin_8.10"  "mef2_8.10 vs class | bin_10.12" "tin_6.8 vs class | "           
[29] "tin_2.4 vs class | twi_2.4"     "tin_4.6 vs class | twi_2.4"     "tin_6.8 vs class | twi_2.4"     "bin_6.8 vs class | tin_6.8"    
[33] "twi_2.4 vs class | tin_6.8"     "mef2_4.6 vs class | twi_2.4"    "mef2_6.8 vs class | twi_2.4"   

direct.nodes
[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483


indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763

[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

[[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479

[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

[[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627


joint.nodes
NULL

conditional.nodes
NULL

direct.inx
twi_2.4 
      7 

indirect.inx
   bin_6.8   bin_8.10  bin_10.12    bap_6.8   mef2_6.8  mef2_8.10 mef2_10.12    tin_6.8 
         4          5          6         10         13         14         15          3 

joint.inx
NULL

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$tin_4.6
NULL

$tin_6.8
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3950577

$bin_6.8
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$bin_8.10
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6508413

$bin_10.12
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$twi_2.4
NULL

$twi_4.6
NULL

$twi_6.8
NULL

$bap_6.8
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1914747

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$mef2_8.10
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$mef2_10.12
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905


all.joint.ids
 [1] "bin_8.10 vs class | bin_6.8"          "bin_6.8 vs class | bin_8.10"          "bin_10.12 vs class | bin_6.8"        
 [4] "bin_6.8 vs class | bin_10.12"         "bin_10.12 vs class | bin_8.10"        "bin_8.10 vs class | bin_10.12"       
 [7] "bap_6.8 vs class | bin_8.10"          "bin_8.10 vs class | bap_6.8"          "bap_6.8 vs class | bin_10.12"        
[10] "bin_10.12 vs class | bap_6.8"         "mef2_6.8 vs class | bin_8.10"         "bin_8.10 vs class | mef2_6.8"        
[13] "mef2_6.8 vs class | bap_6.8"          "bap_6.8 vs class | mef2_6.8"          "mef2_8.10 vs class | bin_6.8"        
[16] "bin_6.8 vs class | mef2_8.10"         "mef2_8.10 vs class | bap_6.8"         "bap_6.8 vs class | mef2_8.10"        
[19] "mef2_8.10 vs class | mef2_6.8"        "mef2_6.8 vs class | mef2_8.10"        "mef2_10.12 vs class | bin_6.8"       
[22] "bin_6.8 vs class | mef2_10.12"        "mef2_10.12 vs class | bin_8.10"       "bin_8.10 vs class | mef2_10.12"      
[25] "mef2_10.12 vs class | bin_10.12"      "bin_10.12 vs class | mef2_10.12"      "mef2_10.12 vs class | bap_6.8"       
[28] "bap_6.8 vs class | mef2_10.12"        "mef2_10.12 vs class | mef2_6.8"       "mef2_6.8 vs class | mef2_10.12"      
[31] "mef2_10.12 vs class | mef2_8.10"      "mef2_8.10 vs class | mef2_10.12"      "tin_2.4 vs class | tin_6.8,twi_2.4"  
[34] "tin_6.8 vs class | tin_2.4,twi_2.4"   "tin_6.8 vs class | tin_2.4,twi_2.4"   "tin_2.4 vs class | tin_6.8,twi_2.4"  
[37] "mef2_4.6 vs class | tin_2.4,twi_2.4"  "tin_2.4 vs class | mef2_4.6,twi_2.4"  "mef2_4.6 vs class | tin_4.6,twi_2.4" 
[40] "tin_4.6 vs class | mef2_4.6,twi_2.4"  "mef2_6.8 vs class | tin_6.8,twi_2.4"  "tin_6.8 vs class | mef2_6.8,twi_2.4" 
[43] "mef2_6.8 vs class | tin_6.8,twi_2.4"  "tin_6.8 vs class | mef2_6.8,twi_2.4"  "mef2_6.8 vs class | tin_2.4,twi_2.4" 
[46] "tin_2.4 vs class | mef2_6.8,twi_2.4"  "mef2_6.8 vs class | tin_4.6,twi_2.4"  "tin_4.6 vs class | mef2_6.8,twi_2.4" 
[49] "mef2_6.8 vs class | mef2_4.6,twi_2.4" "mef2_4.6 vs class | mef2_6.8,twi_2.4"

edges
[[1]]
EDGE twi_2.4[7] -> bin_6.8[4] based on 1 test(s)

[[2]]
EDGE twi_2.4[7] -> bin_8.10[5] based on 1 test(s)

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

[[4]]
EDGE twi_2.4[7] -> bap_6.8[10] based on 1 test(s)

[[5]]
EDGE tin_6.8[3] -> mef2_6.8[13] based on 1 test(s)

[[6]]
EDGE twi_2.4[7] -> mef2_8.10[14] based on 1 test(s)

[[7]]
EDGE twi_2.4[7] -> mef2_10.12[15] based on 1 test(s)

[[8]]
EDGE tin_4.6[2] -> tin_6.8[3] based on 1 test(s)

[[9]]
EDGE twi_2.4[7] -> tin_6.8[3] based on 1 test(s)

[[10]]
EDGE mef2_6.8[13] <-> bin_8.10[5] based on 2 test(s)

[[11]]
EDGE mef2_6.8[13] <-> bap_6.8[10] based on 2 test(s)

[[12]]
EDGE mef2_8.10[14] <-> mef2_6.8[13] based on 2 test(s)

[[13]]
EDGE mef2_10.12[15] <-> mef2_6.8[13] based on 2 test(s)

[[14]]
EDGE mef2_4.6[12] <-> tin_2.4[1] based on 2 test(s)

[[15]]
EDGE mef2_4.6[12] <-> tin_4.6[2] based on 2 test(s)

[[16]]
EDGE mef2_6.8[13] <-> tin_2.4[1] based on 2 test(s)

[[17]]
EDGE mef2_6.8[13] <-> tin_4.6[2] based on 2 test(s)

[[18]]
EDGE mef2_6.8[13] <-> mef2_4.6[12] based on 2 test(s)

[[19]]
EDGE tin_4.6[2] .. twi_2.4[7] based on 1 test(s)

[[20]]
EDGE mef2_4.6[12] .. twi_2.4[7] based on 1 test(s)

[[21]]
EDGE mef2_6.8[13] .. twi_2.4[7] 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    mef2_4.6 
0.387110680 0.891421923 0.011536272 0.070502160 0.062347629 0.031260897 0.001661483 0.166896022 0.802758961 0.054284789 0.339037570 0.875491172 
   mef2_6.8   mef2_8.10  mef2_10.12 
0.045819256 0.026573666 0.070502160 

$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 
-0.61022926 -0.10665509 -2.63259707 -2.10208236        -Inf        -Inf  0.86951393  0.49899981 -0.16042634 -2.19519176 -1.31066898  0.03613379 
   mef2_6.8   mef2_8.10  mef2_10.12 
-1.38281876 -2.41758418 -2.10208236 

$setE.selected
   tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    bap_6.8   mef2_6.8  mef2_8.10 mef2_10.12 
         3          4          5          6          7         10         13         14         15 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.3871107

$ciTests[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.3931716

$ciTests[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.4151755

$ciTests[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.36805

$ciTests[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.40672


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.8914219

$ciTests[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.06149669

$ciTests[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.09320221

$ciTests[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3180116

$ciTests[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1109536


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.01153627

$ciTests[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01428303

$ciTests[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04607084

$ciTests[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03994873

$ciTests[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07351445

$ciTests[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04549861

$ciTests[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.09044046

$ciTests[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0950076

$ciTests[[3]][[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06013776

$ciTests[[3]][[10]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.5034811

$ciTests[[3]][[11]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.3950577

$ciTests[[3]][[12]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.3519032

$ciTests[[3]][[13]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.6598164


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

$ciTests[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0750005

$ciTests[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4869292

$ciTests[[4]][[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.4844346

$ciTests[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$ciTests[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06642436

$ciTests[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1131117

$ciTests[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3870509

$ciTests[[4]][[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1916358

$ciTests[[4]][[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4,tin_6.8[7,3], reliable=TRUE, p.value=0.6061611


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.06234763

$ciTests[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3103715

$ciTests[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.539354

$ciTests[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5273723

$ciTests[[5]][[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6508413

$ciTests[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.3331609

$ciTests[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2744034

$ciTests[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.2833729

$ciTests[[5]][[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1931261


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0312609

$ciTests[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1501677

$ciTests[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2937086

$ciTests[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2729435

$ciTests[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5199872

$ciTests[[6]][[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1558335

$ciTests[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1337735

$ciTests[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139705

$ciTests[[6]][[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.118097


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.001661483

$ciTests[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.006316433

$ciTests[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.009944781

$ciTests[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01148377

$ciTests[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.01470685

$ciTests[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.005152686

$ciTests[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003475287

$ciTests[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.00983487

$ciTests[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.009944781

$ciTests[[7]][[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8,tin_6.8[4,3], reliable=TRUE, p.value=0.05780837


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.166896


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.802759


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.05428479

$ciTests[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1929579

$ciTests[[10]][[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.05279765

$ciTests[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2262402

$ciTests[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1905274

$ciTests[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1914747

$ciTests[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1935109

$ciTests[[10]][[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.309907

$ciTests[[10]][[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2324112


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.3390376


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.8754912

$ciTests[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.0890376

$ciTests[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.1531937

$ciTests[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.5480681

$ciTests[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8,twi_2.4[13,7], reliable=TRUE, p.value=0.1941132


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.04581926

$ciTests[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2331749

$ciTests[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0603464

$ciTests[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1132322

$ciTests[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09330082

$ciTests[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.09064394

$ciTests[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1291992

$ciTests[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.3029748

$ciTests[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2114937

$ciTests[[13]][[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8,twi_2.4[3,7], reliable=TRUE, p.value=0.6258534

$ciTests[[13]][[11]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4,twi_2.4[1,7], reliable=TRUE, p.value=0.564224

$ciTests[[13]][[12]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.6674961

$ciTests[[13]][[13]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6,twi_2.4[12,7], reliable=TRUE, p.value=0.6356532


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.02657367

$ciTests[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2068216

$ciTests[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1620294

$ciTests[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09587516

$ciTests[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0850167

$ciTests[[14]][[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2183985

$ciTests[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1630464

$ciTests[[14]][[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2429164

$ciTests[[14]][[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2294704


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.07050216

$ciTests[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3097126

$ciTests[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1916358

$ciTests[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1637194

$ciTests[[15]][[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1821928

$ciTests[[15]][[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4472905

$ciTests[[15]][[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.291613

$ciTests[[15]][[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.3957641

$ciTests[[15]][[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.5555469



$final.calls
         name            type     explained.by explained.pval conditional.type   conditional.on                  conditional.explained
1     tin_2.4   no dependence                              NA                                                                         
2     tin_4.6   no dependence                              NA            joint  tin_4.6:twi_2.4                    mef2_4.6 | mef2_6.8
3     tin_6.8   weak indirect tin_4.6, twi_2.4      0.3950577                                                                         
4     bin_6.8 strong indirect          twi_2.4      0.4472905                                                                         
5    bin_8.10 strong indirect          twi_2.4      0.6508413                                                                         
6   bin_10.12 strong indirect          twi_2.4      0.5199872                                                                         
7     twi_2.4          direct                              NA                                                                         
8     twi_4.6   no dependence                              NA                                                                         
9     twi_6.8   no dependence                              NA                                                                         
10    bap_6.8 strong indirect          twi_2.4      0.1914747                                                                         
11   mef2_2.4   no dependence                              NA                                                                         
12   mef2_4.6   no dependence                              NA            joint mef2_4.6:twi_2.4           tin_2.4 | tin_4.6 | mef2_6.8
13   mef2_6.8   weak indirect          tin_6.8      0.2331749            joint mef2_6.8:twi_2.4 tin_6.8 | tin_2.4 | tin_4.6 | mef2_4.6
14  mef2_8.10 strong indirect          twi_2.4      0.2183985                                                                         
15 mef2_10.12 strong indirect          twi_2.4      0.4472905                                                                         
                                                               conditional.pval marginal.pval      log2FC
1                                                                                 0.387110680 -0.61022926
2                                         0.318011637434323 | 0.110953623764741   0.891421923 -0.10665509
3                                                                                 0.011536272 -2.63259707
4                                                                                 0.070502160 -2.10208236
5                                                                                 0.062347629        -Inf
6                                                                                 0.031260897        -Inf
7                                                                                 0.001661483  0.86951393
8                                                                                 0.166896022  0.49899981
9                                                                                 0.802758961 -0.16042634
10                                                                                0.054284789 -2.19519176
11                                                                                0.339037570 -1.31066898
12                    0.153193705232478 | 0.548068068082717 | 0.194113167925038   0.875491172  0.03613379
13 0.625853434848363 | 0.564223959347554 | 0.66749614501726 | 0.635653201189954   0.045819256 -1.38281876
14                                                                                0.026573666 -2.41758418
15                                                                                0.070502160 -2.10208236

