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 
0.0002889108 0.0016400129 0.1031981021 0.4991425430 0.3304942891 0.8443623123 0.1275657858 0.0341250654 0.0164070436 0.7725724801 0.0002147340 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
0.0004742301 0.0668119078 0.6990408703 0.4991425430 

setE.inx
 tin_2.4  tin_4.6  tin_6.8  twi_2.4  twi_4.6  twi_6.8 mef2_2.4 mef2_4.6 mef2_6.8 
       1        2        3        7        8        9       11       12       13 

setE.names
[1] "tin_2.4"  "tin_4.6"  "tin_6.8"  "twi_2.4"  "twi_4.6"  "twi_6.8"  "mef2_2.4" "mef2_4.6" "mef2_6.8"

adjX.p.vals
           tin_2.4      tin_4.6      tin_6.8 bin_6.8 bin_8.10 bin_10.12      twi_2.4      twi_4.6      twi_6.8 bap_6.8     mef2_2.4     mef2_4.6
tin_2.4         NA 5.815592e-25 3.496744e-08      NA       NA        NA 0.0004377607 2.983933e-15 6.294350e-06      NA 3.057117e-04 2.616567e-13
tin_4.6         NA           NA 2.297761e-11      NA       NA        NA 0.0001071477 3.270998e-18 2.243874e-15      NA 1.545545e-07 2.819346e-19
tin_6.8         NA           NA           NA      NA       NA        NA 0.1650125003 9.028626e-06 2.327442e-08      NA 5.543854e-06 8.406237e-10
bin_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
bin_8.10        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
bin_10.12       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
twi_2.4         NA           NA           NA      NA       NA        NA           NA 3.957062e-07 4.013702e-02      NA 6.081660e-03 1.473183e-02
twi_4.6         NA           NA           NA      NA       NA        NA           NA           NA 3.184091e-13      NA 1.524946e-04 5.613823e-17
twi_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA 1.031011e-04 4.302709e-14
bap_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_2.4        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA 5.134379e-07
mef2_4.6        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_6.8        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_8.10       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_10.12      NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
               mef2_6.8 mef2_8.10 mef2_10.12
tin_2.4    2.391350e-04        NA         NA
tin_4.6    1.030426e-07        NA         NA
tin_6.8    3.822798e-09        NA         NA
bin_6.8              NA        NA         NA
bin_8.10             NA        NA         NA
bin_10.12            NA        NA         NA
twi_2.4    6.452852e-01        NA         NA
twi_4.6    1.546044e-04        NA         NA
twi_6.8    5.622007e-13        NA         NA
bap_6.8              NA        NA         NA
mef2_2.4   1.078552e-06        NA         NA
mef2_4.6   1.050653e-14        NA         NA
mef2_6.8             NA        NA         NA
mef2_8.10            NA        NA         NA
mef2_10.12           NA        NA         NA

expC.p.vals
           tin_2.4      tin_4.6      tin_6.8 bin_6.8 bin_8.10 bin_10.12      twi_2.4      twi_4.6      twi_6.8 bap_6.8     mef2_2.4     mef2_4.6
tin_2.4         NA 2.529384e-22 7.919695e-07      NA       NA        NA 0.0015462517 1.592471e-13 9.001361e-05      NA 1.283995e-02 7.844204e-11
tin_4.6         NA           NA 6.314506e-10      NA       NA        NA 0.0003920846 1.658535e-16 1.379962e-13      NA 1.972083e-05 8.605804e-17
tin_6.8         NA           NA           NA      NA       NA        NA 0.1928539982 9.461892e-05 2.965720e-07      NA 1.130472e-04 2.126250e-08
bin_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
bin_8.10        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
bin_10.12       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
twi_2.4         NA           NA           NA      NA       NA        NA           NA 5.151590e-07 1.023150e-01      NA 5.223709e-02 5.435600e-02
twi_4.6         NA           NA           NA      NA       NA        NA           NA           NA 1.034476e-11      NA 3.795376e-03 3.143296e-15
twi_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA 1.097825e-03 3.280284e-12
bap_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_2.4        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA 8.421741e-05
mef2_4.6        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_6.8        NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_8.10       NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
mef2_10.12      NA           NA           NA      NA       NA        NA           NA           NA           NA      NA           NA           NA
               mef2_6.8 mef2_8.10 mef2_10.12
tin_2.4    3.343382e-03        NA         NA
tin_4.6    1.784306e-06        NA         NA
tin_6.8    6.057679e-08        NA         NA
bin_6.8              NA        NA         NA
bin_8.10             NA        NA         NA
bin_10.12            NA        NA         NA
twi_2.4    7.595988e-01        NA         NA
twi_4.6    7.588700e-04        NA         NA
twi_6.8    1.396337e-11        NA         NA
bap_6.8              NA        NA         NA
mef2_2.4   3.153375e-05        NA         NA
mef2_4.6   4.052532e-13        NA         NA
mef2_6.8             NA        NA         NA
mef2_8.10            NA        NA         NA
mef2_10.12           NA        NA         NA

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

adjX.star.cond.p.vals
               tin_2.4    tin_4.6     tin_6.8 bin_6.8 bin_8.10 bin_10.12     twi_2.4     twi_4.6     twi_6.8 bap_6.8   mef2_2.4   mef2_4.6
tin_2.4             NA 0.05770379 0.004608563      NA       NA        NA 0.001215349 0.009439837 0.003577608      NA 0.01202494 0.05590681
tin_4.6    0.288464734         NA 0.025283213      NA       NA        NA 0.006892713 0.046777794 0.055229700      NA 0.13570549 0.27717696
tin_6.8    0.820461968 0.87046492          NA      NA       NA        NA 0.118228613 0.449153995 0.457407002      NA 0.90535923 0.88174293
bin_6.8    0.398601786 0.27717645 0.033913593      NA       NA        NA 0.470905159 0.533681941 0.552152898      NA 0.61116531 0.12917499
bin_8.10   0.902928758 0.82725197 0.677534364      NA       NA        NA 0.946205319 0.963312055 0.832337012      NA 0.65647942 0.93997963
bin_10.12  0.293299602 0.30901687 0.510842813      NA       NA        NA 0.622123440 0.531546707 0.348921884      NA 0.51809521 0.11891939
twi_2.4    0.267704293 0.28795819 0.175552877      NA       NA        NA          NA 0.107691355 0.288975614      NA 0.72806592 0.40432563
twi_4.6    0.701081465 0.67832519 0.202427089      NA       NA        NA 0.035331487          NA 0.495079530      NA 0.53407578 0.86884675
twi_6.8    0.139418222 0.42305513 0.105085255      NA       NA        NA 0.048503587 0.258727982          NA      NA 0.11662661 0.59798739
bap_6.8    0.550094069 0.49452265 0.044483698      NA       NA        NA 0.771865783 0.907129264 0.841173333      NA 0.41305879 0.54095312
mef2_2.4   0.007881805 0.01707857 0.003168157      NA       NA        NA 0.001768301 0.004166086 0.001779436      NA         NA 0.02259559
mef2_4.6   0.093280607 0.09257776 0.008904425      NA       NA        NA 0.004144556 0.021232626 0.027437202      NA 0.05808043         NA
mef2_6.8   0.515907819 0.49327850 0.404606350      NA       NA        NA 0.143275219 0.181441435 0.584287992      NA 0.88013476 0.93502576
mef2_8.10  0.646635167 0.79813660 0.499023511      NA       NA        NA 0.689093586 0.732433767 0.825779101      NA 0.65493176 0.92344325
mef2_10.12 0.215805528 0.36918919 0.289567041      NA       NA        NA 0.470905159 0.509168797 0.440742206      NA 0.72434329 0.85172727
              mef2_6.8 mef2_8.10 mef2_10.12
tin_2.4    0.004089017        NA         NA
tin_4.6    0.020307726        NA         NA
tin_6.8    0.545534868        NA         NA
bin_6.8    0.635781691        NA         NA
bin_8.10   0.835085064        NA         NA
bin_10.12  0.561552941        NA         NA
twi_2.4    0.281595913        NA         NA
twi_4.6    0.110934883        NA         NA
twi_6.8    0.181174982        NA         NA
bap_6.8    0.790208852        NA         NA
mef2_2.4   0.004121580        NA         NA
mef2_4.6   0.013107797        NA         NA
mef2_6.8            NA        NA         NA
mef2_8.10  0.928038142        NA         NA
mef2_10.12 0.629126432        NA         NA

adjX.inx
[[1]]
[1]  9 11 12

[[2]]
[1]  1 11 12

[[3]]
[1]  1  2  4  7  9 10 11 12

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

[[7]]
[1]  1  2  3  8  9 11 12

[[8]]
[1]  1  2  7 11 12 13

[[9]]
[1]  1  2 11 12

[[10]]
NULL

[[11]]
[1]  1  2  9 12

[[12]]
[1]  1  4  6 11

[[13]]
[1]  1  2  8  9 11 12

[[14]]
NULL

[[15]]
NULL


condX.inx
[[1]]
[1]  2  3  7  8  9 11 12 13

[[2]]
[1]  3  7  8  9 11 13

[[3]]
[1] 7

[[4]]
[1]  3 12

[[5]]
NULL

[[6]]
[1] 12

[[7]]
[1] 3 8

[[8]]
[1]  7 13

[[9]]
[1]  1  3  7 11 13

[[10]]
[1] 3

[[11]]
[1]  1  2  3  7  8  9 12 13

[[12]]
[1]  1  2  3  7  8  9 11 13

[[13]]
[1] 7 8

[[14]]
NULL

[[15]]
NULL


setE.cond
  tin_2.4   tin_4.6   tin_6.8   bin_6.8 bin_10.12   twi_2.4   twi_4.6   twi_6.8   bap_6.8  mef2_2.4  mef2_4.6  mef2_6.8 
        1         2         3         4         6         7         8         9        10        11        12        13 

onlySetE.cond
[1]  4  6 10

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

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

[[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=0.004608563

[[1]][[4]]
NULL

[[1]][[5]]
NULL

[[1]][[6]]
NULL

[[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=0.001215349

[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

[[1]][[10]]
NULL

[[1]][[11]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[1]][[12]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

[[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=0.004089017

[[1]][[14]]
NULL

[[1]][[15]]
NULL


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

[[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=0.02528321

[[2]][[4]]
NULL

[[2]][[5]]
NULL

[[2]][[6]]
NULL

[[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=0.006892713

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

[[2]][[10]]
NULL

[[2]][[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[2]][[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

[[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=0.02030773

[[2]][[14]]
NULL

[[2]][[15]]
NULL


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

[[3]][[3]]
NULL

[[3]][[4]]
NULL

[[3]][[5]]
NULL

[[3]][[6]]
NULL

[[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=0.1182286

[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

[[3]][[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

[[3]][[10]]
NULL

[[3]][[11]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

[[3]][[12]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

[[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=0.5455349

[[3]][[14]]
NULL

[[3]][[15]]
NULL


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3986018

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2771764

[[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=0.03391359

[[4]][[4]]
NULL

[[4]][[5]]
NULL

[[4]][[6]]
NULL

[[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=0.4709052

[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5336819

[[4]][[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5521529

[[4]][[10]]
NULL

[[4]][[11]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.6111653

[[4]][[12]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175

[[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=0.6357817

[[4]][[14]]
NULL

[[4]][[15]]
NULL


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.9029288

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.827252

[[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=0.6775344

[[5]][[4]]
NULL

[[5]][[5]]
NULL

[[5]][[6]]
NULL

[[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=0.9462053

[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9633121

[[5]][[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.832337

[[5]][[10]]
NULL

[[5]][[11]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.6564794

[[5]][[12]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9399796

[[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=0.8350851

[[5]][[14]]
NULL

[[5]][[15]]
NULL


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2932996

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3090169

[[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=0.5108428

[[6]][[4]]
NULL

[[6]][[5]]
NULL

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6221234

[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5315467

[[6]][[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.3489219

[[6]][[10]]
NULL

[[6]][[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5180952

[[6]][[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194

[[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=0.5615529

[[6]][[14]]
NULL

[[6]][[15]]
NULL


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

[[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=0.1755529

[[7]][[4]]
NULL

[[7]][[5]]
NULL

[[7]][[6]]
NULL

[[7]][[7]]
NULL

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

[[7]][[10]]
NULL

[[7]][[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

[[7]][[12]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

[[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=0.2815959

[[7]][[14]]
NULL

[[7]][[15]]
NULL


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

[[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=0.2024271

[[8]][[4]]
NULL

[[8]][[5]]
NULL

[[8]][[6]]
NULL

[[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=0.03533149

[[8]][[8]]
NULL

[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

[[8]][[10]]
NULL

[[8]][[11]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

[[8]][[12]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

[[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=0.1109349

[[8]][[14]]
NULL

[[8]][[15]]
NULL


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

[[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=0.1050853

[[9]][[4]]
NULL

[[9]][[5]]
NULL

[[9]][[6]]
NULL

[[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=0.04850359

[[9]][[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

[[9]][[12]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

[[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=0.181175

[[9]][[14]]
NULL

[[9]][[15]]
NULL


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5500941

[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4945227

[[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=0.0444837

[[10]][[4]]
NULL

[[10]][[5]]
NULL

[[10]][[6]]
NULL

[[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=0.7718658

[[10]][[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9071293

[[10]][[9]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.8411733

[[10]][[10]]
NULL

[[10]][[11]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4130588

[[10]][[12]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5409531

[[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=0.7902089

[[10]][[14]]
NULL

[[10]][[15]]
NULL


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

[[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=0.003168157

[[11]][[4]]
NULL

[[11]][[5]]
NULL

[[11]][[6]]
NULL

[[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=0.001768301

[[11]][[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

[[11]][[9]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

[[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=0.00412158

[[11]][[14]]
NULL

[[11]][[15]]
NULL


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[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=0.008904425

[[12]][[4]]
NULL

[[12]][[5]]
NULL

[[12]][[6]]
NULL

[[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=0.004144556

[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

[[12]][[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

[[12]][[10]]
NULL

[[12]][[11]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

[[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=0.0131078

[[12]][[14]]
NULL

[[12]][[15]]
NULL


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

[[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=0.4046064

[[13]][[4]]
NULL

[[13]][[5]]
NULL

[[13]][[6]]
NULL

[[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=0.1432752

[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

[[13]][[10]]
NULL

[[13]][[11]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

[[13]][[12]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258

[[13]][[13]]
NULL

[[13]][[14]]
NULL

[[13]][[15]]
NULL


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.6466352

[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.7981366

[[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=0.4990235

[[14]][[4]]
NULL

[[14]][[5]]
NULL

[[14]][[6]]
NULL

[[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=0.6890936

[[14]][[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.7324338

[[14]][[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.8257791

[[14]][[10]]
NULL

[[14]][[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.6549318

[[14]][[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9234433

[[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=0.9280381

[[14]][[14]]
NULL

[[14]][[15]]
NULL


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2158055

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3691892

[[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=0.289567

[[15]][[4]]
NULL

[[15]][[5]]
NULL

[[15]][[6]]
NULL

[[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=0.4709052

[[15]][[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5091688

[[15]][[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4407422

[[15]][[10]]
NULL

[[15]][[11]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7243433

[[15]][[12]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8517273

[[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=0.6291264

[[15]][[14]]
NULL

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from tin_2.4, tin_4.6, tin_6.8, twi_2.4, twi_4.6, twi_6.8, mef2_2.4, mef2_4.6, mef2_6.8, bin_6.8, bin_10.12, bap_6.8 

adjC at n = 1 
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981

[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658

[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191

[[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

[[11]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004608563

[[12]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001215349

[[13]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

[[14]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

[[15]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[16]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

[[17]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017

[[18]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.02528321

[[19]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

[[20]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

[[21]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

[[22]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[23]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773

[[24]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

[[25]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03391359

[[26]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175

[[27]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194

[[28]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

[[29]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

[[30]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

[[31]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349

[[32]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[33]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

[[34]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

[[35]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

[[36]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175

[[37]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0444837

[[38]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

[[39]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

[[40]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157

[[41]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301

[[42]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

[[43]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

[[44]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

[[45]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158

[[46]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[47]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[48]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425

[[49]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.004144556

[[50]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

[[51]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

[[52]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

[[53]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078

[[54]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

[[55]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414


ciTests.adjC at n = 1 
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004608563

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001215349

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.02528321

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


$`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=0.1031981

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349


$`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=0.1275658

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2815959


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$`twi_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$`twi_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

$`twi_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


$`mef2_2.4 vs class | `
$`mef2_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

$`mef2_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

$`mef2_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

$`mef2_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157

$`mef2_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301

$`mef2_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

$`mef2_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

$`mef2_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

$`mef2_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158


$`mef2_4.6 vs class | `
$`mef2_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

$`mef2_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

$`mef2_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

$`mef2_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425

$`mef2_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.004144556

$`mef2_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

$`mef2_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

$`mef2_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

$`mef2_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078


$`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=0.06681191

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258


$`tin_2.4 vs class | tin_4.6`
$`tin_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379


$`tin_2.4 vs class | tin_6.8`
$`tin_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004608563


$`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=0.001215349


$`tin_2.4 vs class | twi_4.6`
$`tin_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837


$`tin_2.4 vs class | twi_6.8`
$`tin_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608


$`tin_2.4 vs class | mef2_2.4`
$`tin_2.4 vs class | mef2_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494


$`tin_2.4 vs class | mef2_4.6`
$`tin_2.4 vs class | mef2_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017


$`tin_4.6 vs class | tin_6.8`
$`tin_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.02528321


$`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=0.006892713


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779


$`tin_4.6 vs class | twi_6.8`
$`tin_4.6 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297


$`tin_4.6 vs class | mef2_2.4`
$`tin_4.6 vs class | mef2_2.4`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


$`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=0.1182286


$`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=0.03391359


$`bin_6.8 vs class | mef2_4.6`
$`bin_6.8 vs class | mef2_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175


$`bin_10.12 vs class | mef2_4.6`
$`bin_10.12 vs class | mef2_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194


$`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=0.1755529


$`twi_2.4 vs class | twi_4.6`
$`twi_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914


$`twi_4.6 vs class | twi_2.4`
$`twi_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


$`twi_6.8 vs class | tin_2.4`
$`twi_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182


$`twi_6.8 vs class | tin_6.8`
$`twi_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853


$`twi_6.8 vs class | twi_2.4`
$`twi_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359


$`twi_6.8 vs class | mef2_2.4`
$`twi_6.8 vs class | mef2_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266


$`twi_6.8 vs class | mef2_6.8`
$`twi_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


$`bap_6.8 vs class | tin_6.8`
$`bap_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0444837


$`mef2_2.4 vs class | tin_2.4`
$`mef2_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805


$`mef2_2.4 vs class | tin_4.6`
$`mef2_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857


$`mef2_2.4 vs class | tin_6.8`
$`mef2_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157


$`mef2_2.4 vs class | twi_2.4`
$`mef2_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301


$`mef2_2.4 vs class | twi_4.6`
$`mef2_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086


$`mef2_2.4 vs class | twi_6.8`
$`mef2_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436


$`mef2_2.4 vs class | mef2_4.6`
$`mef2_2.4 vs class | mef2_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559


$`mef2_2.4 vs class | mef2_6.8`
$`mef2_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158


$`mef2_4.6 vs class | tin_2.4`
$`mef2_4.6 vs class | tin_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061


$`mef2_4.6 vs class | tin_4.6`
$`mef2_4.6 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776


$`mef2_4.6 vs class | tin_6.8`
$`mef2_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425


$`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=0.004144556


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263


$`mef2_4.6 vs class | twi_6.8`
$`mef2_4.6 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372


$`mef2_4.6 vs class | mef2_2.4`
$`mef2_4.6 vs class | mef2_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043


$`mef2_4.6 vs class | mef2_6.8`
$`mef2_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078


$`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=0.1432752


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414



adjC.pvals at n = 1 
          tin_2.4 vs class |            tin_4.6 vs class |            tin_6.8 vs class |            twi_2.4 vs class |            twi_4.6 vs class |  
                  0.057703787                   0.288464734                   0.905359229                   0.728065924                   0.868846748 
          twi_6.8 vs class |           mef2_2.4 vs class |           mef2_4.6 vs class |           mef2_6.8 vs class |     tin_2.4 vs class | tin_4.6 
                  0.597987392                   0.022595589                   0.093280607                   0.935025755                   0.057703787 
   tin_2.4 vs class | tin_6.8    tin_2.4 vs class | twi_2.4    tin_2.4 vs class | twi_4.6    tin_2.4 vs class | twi_6.8   tin_2.4 vs class | mef2_2.4 
                  0.004608563                   0.001215349                   0.009439837                   0.003577608                   0.012024941 
  tin_2.4 vs class | mef2_4.6   tin_2.4 vs class | mef2_6.8    tin_4.6 vs class | tin_6.8    tin_4.6 vs class | twi_2.4    tin_4.6 vs class | twi_4.6 
                  0.055906809                   0.004089017                   0.025283213                   0.006892713                   0.046777794 
   tin_4.6 vs class | twi_6.8   tin_4.6 vs class | mef2_2.4   tin_4.6 vs class | mef2_6.8    tin_6.8 vs class | twi_2.4    bin_6.8 vs class | tin_6.8 
                  0.055229700                   0.135705488                   0.020307726                   0.118228613                   0.033913593 
  bin_6.8 vs class | mef2_4.6 bin_10.12 vs class | mef2_4.6    twi_2.4 vs class | tin_6.8    twi_2.4 vs class | twi_4.6    twi_4.6 vs class | twi_2.4 
                  0.129174993                   0.118919391                   0.175552877                   0.107691355                   0.035331487 
  twi_4.6 vs class | mef2_6.8    twi_6.8 vs class | tin_2.4    twi_6.8 vs class | tin_6.8    twi_6.8 vs class | twi_2.4   twi_6.8 vs class | mef2_2.4 
                  0.110934883                   0.139418222                   0.105085255                   0.048503587                   0.116626607 
  twi_6.8 vs class | mef2_6.8    bap_6.8 vs class | tin_6.8   mef2_2.4 vs class | tin_2.4   mef2_2.4 vs class | tin_4.6   mef2_2.4 vs class | tin_6.8 
                  0.181174982                   0.044483698                   0.007881805                   0.017078571                   0.003168157 
  mef2_2.4 vs class | twi_2.4   mef2_2.4 vs class | twi_4.6   mef2_2.4 vs class | twi_6.8  mef2_2.4 vs class | mef2_4.6  mef2_2.4 vs class | mef2_6.8 
                  0.001768301                   0.004166086                   0.001779436                   0.022595589                   0.004121580 
  mef2_4.6 vs class | tin_2.4   mef2_4.6 vs class | tin_4.6   mef2_4.6 vs class | tin_6.8   mef2_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_4.6 
                  0.093280607                   0.092577765                   0.008904425                   0.004144556                   0.021232626 
  mef2_4.6 vs class | twi_6.8  mef2_4.6 vs class | mef2_2.4  mef2_4.6 vs class | mef2_6.8   mef2_6.8 vs class | twi_2.4   mef2_6.8 vs class | twi_4.6 
                  0.027437202                   0.058080432                   0.013107797                   0.143275219                   0.181441435 

adjC.pvals.inx at n = 1 
          tin_2.4 vs class |            tin_4.6 vs class |            tin_6.8 vs class |            twi_2.4 vs class |            twi_4.6 vs class |  
                            2                             2                             7                             7                             8 
          twi_6.8 vs class |           mef2_2.4 vs class |           mef2_4.6 vs class |           mef2_6.8 vs class |     tin_2.4 vs class | tin_4.6 
                            8                             8                             2                             9                             1 
   tin_2.4 vs class | tin_6.8    tin_2.4 vs class | twi_2.4    tin_2.4 vs class | twi_4.6    tin_2.4 vs class | twi_6.8   tin_2.4 vs class | mef2_2.4 
                            1                             1                             1                             1                             1 
  tin_2.4 vs class | mef2_4.6   tin_2.4 vs class | mef2_6.8    tin_4.6 vs class | tin_6.8    tin_4.6 vs class | twi_2.4    tin_4.6 vs class | twi_4.6 
                            1                             1                             1                             1                             1 
   tin_4.6 vs class | twi_6.8   tin_4.6 vs class | mef2_2.4   tin_4.6 vs class | mef2_6.8    tin_6.8 vs class | twi_2.4    bin_6.8 vs class | tin_6.8 
                            1                             1                             1                             1                             1 
  bin_6.8 vs class | mef2_4.6 bin_10.12 vs class | mef2_4.6    twi_2.4 vs class | tin_6.8    twi_2.4 vs class | twi_4.6    twi_4.6 vs class | twi_2.4 
                            1                             1                             1                             1                             1 
  twi_4.6 vs class | mef2_6.8    twi_6.8 vs class | tin_2.4    twi_6.8 vs class | tin_6.8    twi_6.8 vs class | twi_2.4   twi_6.8 vs class | mef2_2.4 
                            1                             1                             1                             1                             1 
  twi_6.8 vs class | mef2_6.8    bap_6.8 vs class | tin_6.8   mef2_2.4 vs class | tin_2.4   mef2_2.4 vs class | tin_4.6   mef2_2.4 vs class | tin_6.8 
                            1                             1                             1                             1                             1 
  mef2_2.4 vs class | twi_2.4   mef2_2.4 vs class | twi_4.6   mef2_2.4 vs class | twi_6.8  mef2_2.4 vs class | mef2_4.6  mef2_2.4 vs class | mef2_6.8 
                            1                             1                             1                             1                             1 
  mef2_4.6 vs class | tin_2.4   mef2_4.6 vs class | tin_4.6   mef2_4.6 vs class | tin_6.8   mef2_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_4.6 
                            1                             1                             1                             1                             1 
  mef2_4.6 vs class | twi_6.8  mef2_4.6 vs class | mef2_2.4  mef2_4.6 vs class | mef2_6.8   mef2_6.8 vs class | twi_2.4   mef2_6.8 vs class | twi_4.6 
                            1                             1                             1                             1                             1 

adjC.pvals (adjusted) at n = 1 
          tin_2.4 vs class |            tin_4.6 vs class |            tin_6.8 vs class |            twi_2.4 vs class |            twi_4.6 vs class |  
                  0.057703787                   0.288464734                   0.905359229                   0.728065924                   0.868846748 
          twi_6.8 vs class |           mef2_2.4 vs class |           mef2_4.6 vs class |           mef2_6.8 vs class |     tin_2.4 vs class | tin_4.6 
                  0.597987392                   0.022595589                   0.093280607                   0.935025755                   0.057703787 
   tin_2.4 vs class | tin_6.8    tin_2.4 vs class | twi_2.4    tin_2.4 vs class | twi_4.6    tin_2.4 vs class | twi_6.8   tin_2.4 vs class | mef2_2.4 
                  0.004608563                   0.001215349                   0.009439837                   0.003577608                   0.012024941 
  tin_2.4 vs class | mef2_4.6   tin_2.4 vs class | mef2_6.8    tin_4.6 vs class | tin_6.8    tin_4.6 vs class | twi_2.4    tin_4.6 vs class | twi_4.6 
                  0.055906809                   0.004089017                   0.025283213                   0.006892713                   0.046777794 
   tin_4.6 vs class | twi_6.8   tin_4.6 vs class | mef2_2.4   tin_4.6 vs class | mef2_6.8    tin_6.8 vs class | twi_2.4    bin_6.8 vs class | tin_6.8 
                  0.055229700                   0.135705488                   0.020307726                   0.118228613                   0.033913593 
  bin_6.8 vs class | mef2_4.6 bin_10.12 vs class | mef2_4.6    twi_2.4 vs class | tin_6.8    twi_2.4 vs class | twi_4.6    twi_4.6 vs class | twi_2.4 
                  0.129174993                   0.118919391                   0.175552877                   0.107691355                   0.035331487 
  twi_4.6 vs class | mef2_6.8    twi_6.8 vs class | tin_2.4    twi_6.8 vs class | tin_6.8    twi_6.8 vs class | twi_2.4   twi_6.8 vs class | mef2_2.4 
                  0.110934883                   0.139418222                   0.105085255                   0.048503587                   0.116626607 
  twi_6.8 vs class | mef2_6.8    bap_6.8 vs class | tin_6.8   mef2_2.4 vs class | tin_2.4   mef2_2.4 vs class | tin_4.6   mef2_2.4 vs class | tin_6.8 
                  0.181174982                   0.044483698                   0.007881805                   0.017078571                   0.003168157 
  mef2_2.4 vs class | twi_2.4   mef2_2.4 vs class | twi_4.6   mef2_2.4 vs class | twi_6.8  mef2_2.4 vs class | mef2_4.6  mef2_2.4 vs class | mef2_6.8 
                  0.001768301                   0.004166086                   0.001779436                   0.022595589                   0.004121580 
  mef2_4.6 vs class | tin_2.4   mef2_4.6 vs class | tin_4.6   mef2_4.6 vs class | tin_6.8   mef2_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_4.6 
                  0.093280607                   0.092577765                   0.008904425                   0.004144556                   0.021232626 
  mef2_4.6 vs class | twi_6.8  mef2_4.6 vs class | mef2_2.4  mef2_4.6 vs class | mef2_6.8   mef2_6.8 vs class | twi_2.4   mef2_6.8 vs class | twi_4.6 
                  0.027437202                   0.058080432                   0.013107797                   0.143275219                   0.181441435 

adjC.delete
 tin_4.6 vs class |   tin_6.8 vs class |   twi_2.4 vs class |   twi_4.6 vs class |   twi_6.8 vs class |  mef2_6.8 vs class |  
                   2                    3                    4                    5                    6                    9 

delete.inx
[1]  2  3  7  8  9 13

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[2]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349



ciTests.adjC.removed
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.02528321

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


$`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=0.1031981

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349


$`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=0.1275658

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2815959


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$`twi_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$`twi_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

$`twi_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


$`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=0.06681191

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258


$`tin_2.4 vs class | tin_4.6`
$`tin_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379


$`tin_2.4 vs class | tin_6.8`
$`tin_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004608563


$`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=0.001215349


$`tin_2.4 vs class | twi_4.6`
$`tin_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837


$`tin_2.4 vs class | twi_6.8`
$`tin_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017


$`tin_4.6 vs class | tin_6.8`
$`tin_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.02528321


$`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=0.006892713


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779


$`tin_4.6 vs class | twi_6.8`
$`tin_4.6 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


$`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=0.1182286


$`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=0.03391359


$`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=0.1755529


$`twi_2.4 vs class | twi_4.6`
$`twi_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914


$`twi_4.6 vs class | twi_2.4`
$`twi_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


$`twi_6.8 vs class | tin_6.8`
$`twi_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853


$`twi_6.8 vs class | twi_2.4`
$`twi_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359


$`twi_6.8 vs class | mef2_6.8`
$`twi_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


$`bap_6.8 vs class | tin_6.8`
$`bap_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0444837


$`mef2_2.4 vs class | tin_4.6`
$`mef2_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857


$`mef2_2.4 vs class | tin_6.8`
$`mef2_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157


$`mef2_2.4 vs class | twi_2.4`
$`mef2_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301


$`mef2_2.4 vs class | twi_4.6`
$`mef2_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086


$`mef2_2.4 vs class | twi_6.8`
$`mef2_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436


$`mef2_2.4 vs class | mef2_6.8`
$`mef2_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158


$`mef2_4.6 vs class | tin_4.6`
$`mef2_4.6 vs class | tin_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776


$`mef2_4.6 vs class | tin_6.8`
$`mef2_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425


$`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=0.004144556


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263


$`mef2_4.6 vs class | twi_6.8`
$`mef2_4.6 vs class | twi_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372


$`mef2_4.6 vs class | mef2_6.8`
$`mef2_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078


$`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=0.1432752


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414



Variables left after iteration 1 : tin_2.4, mef2_2.4, mef2_4.6, tin_4.6, bin_6.8, bin_10.12, twi_6.8 

adjC
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175

[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194

[[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[10]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

[[11]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

[[12]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

[[13]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[14]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

[[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=0.004608563

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001215349

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

[[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=0.02528321

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

[[3]][[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.3304943


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.8443623


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2815959


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

[[8]][[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[9]][[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

[[9]][[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

[[9]][[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.7725725


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

[[11]][[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157

[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301

[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

[[11]][[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

[[11]][[9]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425

[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.004144556

[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

[[12]][[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.6990409


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425



adjC.uncond

[1]  1 11 12

adjC.filtered

[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175

[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194

[[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266


adjC.before.filtering

[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175

[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194

[[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[10]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

[[11]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

[[12]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

[[13]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

[[14]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[2]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

[[2]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349



adjC
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175

[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194

[[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266


removed.ids
 [1] "tin_4.6 vs class | "          "tin_6.8 vs class | "          "twi_2.4 vs class | "          "twi_4.6 vs class | "         
 [5] "twi_6.8 vs class | "          "mef2_6.8 vs class | "         "tin_2.4 vs class | tin_4.6"   "tin_2.4 vs class | tin_6.8"  
 [9] "tin_2.4 vs class | twi_2.4"   "tin_2.4 vs class | twi_4.6"   "tin_2.4 vs class | twi_6.8"   "tin_2.4 vs class | mef2_6.8" 
[13] "tin_4.6 vs class | tin_6.8"   "tin_4.6 vs class | twi_2.4"   "tin_4.6 vs class | twi_4.6"   "tin_4.6 vs class | twi_6.8"  
[17] "tin_4.6 vs class | mef2_6.8"  "tin_6.8 vs class | twi_2.4"   "bin_6.8 vs class | tin_6.8"   "twi_2.4 vs class | tin_6.8"  
[21] "twi_2.4 vs class | twi_4.6"   "twi_4.6 vs class | twi_2.4"   "twi_4.6 vs class | mef2_6.8"  "twi_6.8 vs class | tin_6.8"  
[25] "twi_6.8 vs class | twi_2.4"   "twi_6.8 vs class | mef2_6.8"  "bap_6.8 vs class | tin_6.8"   "mef2_2.4 vs class | tin_4.6" 
[29] "mef2_2.4 vs class | tin_6.8"  "mef2_2.4 vs class | twi_2.4"  "mef2_2.4 vs class | twi_4.6"  "mef2_2.4 vs class | twi_6.8" 
[33] "mef2_2.4 vs class | mef2_6.8" "mef2_4.6 vs class | tin_4.6"  "mef2_4.6 vs class | tin_6.8"  "mef2_4.6 vs class | twi_2.4" 
[37] "mef2_4.6 vs class | twi_4.6"  "mef2_4.6 vs class | twi_6.8"  "mef2_4.6 vs class | mef2_6.8" "mef2_6.8 vs class | twi_2.4" 
[41] "mef2_6.8 vs class | twi_4.6" 

direct.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.0002889108

[[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

[[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301


indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981

[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658

[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191


joint.nodes
NULL

conditional.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.129175

[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.1189194

[[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

[[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266


direct.inx
 tin_2.4 mef2_2.4 mef2_4.6 
       1       11       12 

indirect.inx
 tin_4.6  tin_6.8  twi_2.4  twi_4.6  twi_6.8 mef2_6.8 
       2        3        7        8        9       13 

joint.inx
NULL

conditional.inx
  tin_4.6   bin_6.8 bin_10.12   twi_6.8   twi_6.8 
        2         4         6         9         9 

Dsep
$tin_2.4
NULL

$tin_4.6
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$tin_6.8
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
NULL

$twi_2.4
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

$twi_4.6
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

$twi_6.8
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
[1] "twi_4.6 vs class | tin_6.8"  "tin_6.8 vs class | twi_4.6"  "twi_6.8 vs class | twi_4.6"  "twi_4.6 vs class | twi_6.8" 
[5] "mef2_6.8 vs class | tin_6.8" "tin_6.8 vs class | mef2_6.8"

edges
[[1]]
EDGE tin_2.4[1] -> tin_4.6[2] based on 1 test(s)

[[2]]
EDGE mef2_2.4[11] -> tin_6.8[3] based on 1 test(s)

[[3]]
EDGE mef2_2.4[11] -> twi_2.4[7] based on 1 test(s)

[[4]]
EDGE mef2_4.6[12] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE mef2_4.6[12] -> twi_6.8[9] based on 1 test(s)

[[6]]
EDGE mef2_4.6[12] -> mef2_6.8[13] based on 1 test(s)

[[7]]
EDGE tin_2.4[1] - mef2_2.4[11] based on 2 test(s)

[[8]]
EDGE tin_2.4[1] - mef2_4.6[12] based on 2 test(s)

[[9]]
EDGE mef2_2.4[11] - mef2_4.6[12] based on 2 test(s)

[[10]]
EDGE tin_4.6[2] .. mef2_2.4[11] based on 1 test(s)

[[11]]
EDGE bin_6.8[4] .. mef2_4.6[12] based on 1 test(s)

[[12]]
EDGE bin_10.12[6] .. mef2_4.6[12] based on 1 test(s)

[[13]]
EDGE twi_6.8[9] .. tin_2.4[1] based on 1 test(s)

[[14]]
EDGE twi_6.8[9] .. mef2_2.4[11] 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 
0.0002889108 0.0016400129 0.1031981021 0.4991425430 0.3304942891 0.8443623123 0.1275657858 0.0341250654 0.0164070436 0.7725724801 0.0002147340 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
0.0004742301 0.0668119078 0.6990408703 0.4991425430 

$setE.log2FC
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    twi_6.8    bap_6.8   mef2_2.4   mef2_4.6   mef2_6.8 
 1.9403123  1.5672688  1.1094984  0.6042631       -Inf  0.1568041  0.7179198  1.0788016  1.2736177 -0.5212678  2.9261912  1.5245359  1.0636947 
 mef2_8.10 mef2_10.12 
 0.2823350  0.6042631 

$setE.selected
 tin_2.4  tin_4.6  tin_6.8  twi_2.4  twi_4.6  twi_6.8 mef2_2.4 mef2_4.6 mef2_6.8 
       1        2        3        7        8        9       11       12       13 

$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=0.0002889108

$ciTests[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05770379

$ciTests[[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=0.004608563

$ciTests[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001215349

$ciTests[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.009439837

$ciTests[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.003577608

$ciTests[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.01202494

$ciTests[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.05590681

$ciTests[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.004089017


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.001640013

$ciTests[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2884647

$ciTests[[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=0.02528321

$ciTests[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006892713

$ciTests[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.04677779

$ciTests[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0552297

$ciTests[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1357055

$ciTests[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.277177

$ciTests[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02030773


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.1031981

$ciTests[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.820462

$ciTests[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8704649

$ciTests[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1182286

$ciTests[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.449154

$ciTests[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.457407

$ciTests[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9053592

$ciTests[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8817429

$ciTests[[3]][[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5455349


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.3304943


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.8443623


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1275658

$ciTests[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2677043

$ciTests[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2879582

$ciTests[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1755529

$ciTests[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1076914

$ciTests[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2889756

$ciTests[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7280659

$ciTests[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.4043256

$ciTests[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2815959


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.03412507

$ciTests[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7010815

$ciTests[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6783252

$ciTests[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2024271

$ciTests[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03533149

$ciTests[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4950795

$ciTests[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5340758

$ciTests[[8]][[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8688467

$ciTests[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1109349


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01640704

$ciTests[[9]][[2]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1394182

$ciTests[[9]][[3]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4230551

$ciTests[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1050853

$ciTests[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04850359

$ciTests[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.258728

$ciTests[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.1166266

$ciTests[[9]][[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5979874

$ciTests[[9]][[9]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.181175


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.7725725


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.000214734

$ciTests[[11]][[2]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007881805

$ciTests[[11]][[3]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01707857

$ciTests[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003168157

$ciTests[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001768301

$ciTests[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.004166086

$ciTests[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.001779436

$ciTests[[11]][[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.02259559

$ciTests[[11]][[9]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00412158


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0004742301

$ciTests[[12]][[2]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.09328061

$ciTests[[12]][[3]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.09257776

$ciTests[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.008904425

$ciTests[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.004144556

$ciTests[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02123263

$ciTests[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0274372

$ciTests[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05808043

$ciTests[[12]][[9]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0131078


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.06681191

$ciTests[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5159078

$ciTests[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4932785

$ciTests[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4046064

$ciTests[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1432752

$ciTests[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1814414

$ciTests[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.584288

$ciTests[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8801348

$ciTests[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9350258


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.6990409


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.4991425



$final.calls
         name            type explained.by explained.pval conditional.type                     conditional.on conditional.explained conditional.pval
1     tin_2.4          direct                          NA                                                                                           
2     tin_4.6 strong indirect      tin_2.4      0.2884647           direct                   tin_4.6:mef2_2.4                                       
3     tin_6.8 strong indirect     mef2_2.4      0.9053592                                                                                           
4     bin_6.8   no dependence                          NA           direct                   bin_6.8:mef2_4.6                                       
5    bin_8.10   no dependence                          NA                                                                                           
6   bin_10.12   no dependence                          NA           direct                 bin_10.12:mef2_4.6                                       
7     twi_2.4 strong indirect     mef2_2.4      0.7280659                                                                                           
8     twi_4.6 strong indirect     mef2_4.6      0.8688467                                                                                           
9     twi_6.8 strong indirect     mef2_4.6      0.5979874  direct | direct twi_6.8:tin_2.4 | twi_6.8:mef2_2.4                                       
10    bap_6.8   no dependence                          NA                                                                                           
11   mef2_2.4          direct                          NA                                                                                           
12   mef2_4.6          direct                          NA                                                                                           
13   mef2_6.8 strong indirect     mef2_4.6      0.9350258                                                                                           
14  mef2_8.10   no dependence                          NA                                                                                           
15 mef2_10.12   no dependence                          NA                                                                                           
   marginal.pval     log2FC
1   0.0002889108  1.9403123
2   0.0016400129  1.5672688
3   0.1031981021  1.1094984
4   0.4991425430  0.6042631
5   0.3304942891       -Inf
6   0.8443623123  0.1568041
7   0.1275657858  0.7179198
8   0.0341250654  1.0788016
9   0.0164070436  1.2736177
10  0.7725724801 -0.5212678
11  0.0002147340  2.9261912
12  0.0004742301  1.5245359
13  0.0668119078  1.0636947
14  0.6990408703  0.2823350
15  0.4991425430  0.6042631

