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 
3.982638e-05 6.679075e-04 8.506317e-02 5.271533e-01 7.758760e-01 9.102208e-01 1.166092e-01 2.681286e-02 1.063849e-02 6.951627e-01 4.237280e-07 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
2.543999e-04 5.483330e-02 7.630993e-01 5.271533e-01 

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 4.722195e-27 4.227150e-09      NA       NA        NA 3.153225e-04 3.506834e-16 2.658714e-06      NA 8.435504e-05 3.767488e-14
tin_4.6         NA           NA 2.044408e-12      NA       NA        NA 6.577651e-05 4.386055e-19 2.061733e-16      NA 1.824998e-08 3.665692e-20
tin_6.8         NA           NA           NA      NA       NA        NA 1.389042e-01 4.484253e-06 5.135034e-09      NA 4.554100e-07 1.968487e-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 1.590030e-07 3.537683e-02      NA 5.063323e-03 1.126512e-02
twi_4.6         NA           NA           NA      NA       NA        NA           NA           NA 6.327883e-14      NA 7.645539e-05 1.159082e-17
twi_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA 3.828676e-05 7.912210e-15
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 1.566639e-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    1.440172e-04        NA         NA
tin_4.6    3.349932e-08        NA         NA
tin_6.8    6.012202e-10        NA         NA
bin_6.8              NA        NA         NA
bin_8.10             NA        NA         NA
bin_10.12            NA        NA         NA
twi_2.4    5.876865e-01        NA         NA
twi_4.6    1.017702e-04        NA         NA
twi_6.8    7.166139e-14        NA         NA
bap_6.8              NA        NA         NA
mef2_2.4   1.640481e-07        NA         NA
mef2_4.6   1.705633e-15        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 3.724692e-24 1.749024e-07      NA       NA        NA 0.0016480189 3.267355e-14 7.188755e-05      NA 1.527851e-02 1.127326e-11
tin_4.6         NA           NA 9.043825e-11      NA       NA        NA 0.0003695988 3.763195e-17 2.225319e-14      NA 7.259933e-06 9.520318e-18
tin_6.8         NA           NA           NA      NA       NA        NA 0.1834767690 4.987702e-05 1.573643e-07      NA 1.234181e-05 5.832368e-09
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 1.494406e-06 8.043410e-02      NA 4.603615e-02 4.888208e-02
twi_4.6         NA           NA           NA      NA       NA        NA           NA           NA 2.377478e-12      NA 2.237639e-03 9.182934e-16
twi_6.8         NA           NA           NA      NA       NA        NA           NA           NA           NA      NA 1.833193e-03 8.018637e-13
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 3.903343e-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    2.141358e-03        NA         NA
tin_4.6    6.352326e-07        NA         NA
tin_6.8    1.014763e-08        NA         NA
bin_6.8              NA        NA         NA
bin_8.10             NA        NA         NA
bin_10.12            NA        NA         NA
twi_2.4    7.259863e-01        NA         NA
twi_4.6    5.187019e-04        NA         NA
twi_6.8    1.951135e-12        NA         NA
bap_6.8              NA        NA         NA
mef2_2.4   6.876337e-06        NA         NA
mef2_4.6   8.455454e-14        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 4.722195e-27 4.227150e-09 2.612567e-01 2.448431e-01 2.001871e-01 3.153225e-04 3.506834e-16 2.658714e-06 2.303085e-05 8.435504e-05
tin_4.6         NA           NA 2.044408e-12 3.282101e-03 7.547704e-01 1.279439e-01 6.577651e-05 4.386055e-19 2.061733e-16 1.162532e-08 1.824998e-08
tin_6.8         NA           NA           NA 2.944082e-08 4.342138e-02 2.670200e-01 1.389042e-01 4.484253e-06 5.135034e-09 9.232937e-18 4.554100e-07
bin_6.8         NA           NA           NA           NA 6.039351e-18 9.575743e-13 3.517778e-03 8.746911e-02 9.047723e-02 1.822442e-09 4.663397e-03
bin_8.10        NA           NA           NA           NA           NA 4.429540e-19 2.859653e-03 8.330041e-02 9.589108e-01 2.996662e-04 9.457275e-01
bin_10.12       NA           NA           NA           NA           NA           NA 1.643658e-04 3.938552e-02 9.666204e-01 3.335597e-02 6.383669e-01
twi_2.4         NA           NA           NA           NA           NA           NA           NA 1.590030e-07 3.537683e-02 1.807964e-01 5.063323e-03
twi_4.6         NA           NA           NA           NA           NA           NA           NA           NA 6.327883e-14 2.686318e-03 7.645539e-05
twi_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA 6.306661e-04 3.828676e-05
bap_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA           NA 2.014841e-04
mef2_2.4        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_4.6        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_6.8        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_8.10       NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_10.12      NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
               mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    3.767488e-14 1.440172e-04 8.584892e-01 1.142736e-01
tin_4.6    3.665692e-20 3.349932e-08 4.738625e-01 3.244411e-01
tin_6.8    1.968487e-10 6.012202e-10 1.498770e-03 1.006390e-01
bin_6.8    8.746911e-02 2.666210e-03 4.265919e-04 7.105197e-01
bin_8.10   8.330041e-02 8.416588e-01 4.908148e-02 7.931125e-01
bin_10.12  9.768376e-02 5.244012e-01 2.609873e-01 4.559082e-01
twi_2.4    1.126512e-02 5.876865e-01 1.103000e-02 3.517778e-03
twi_4.6    1.159082e-17 1.017702e-04 8.582385e-01 4.125031e-02
twi_6.8    7.912210e-15 7.166139e-14 1.334168e-02 7.792865e-01
bap_6.8    3.124080e-06 3.715317e-07 1.321019e-03 3.834296e-02
mef2_2.4   1.566639e-07 1.640481e-07 1.699837e-03 6.837270e-04
mef2_4.6             NA 1.705633e-15 2.657039e-05 1.713117e-01
mef2_6.8             NA           NA 2.155532e-11 2.666210e-03
mef2_8.10            NA           NA           NA 7.633493e-16
mef2_10.12           NA           NA           NA           NA

adjX.star.cond.p.vals
               tin_2.4     tin_4.6      tin_6.8 bin_6.8 bin_8.10 bin_10.12     twi_2.4      twi_4.6      twi_6.8 bap_6.8   mef2_2.4   mef2_4.6
tin_2.4             NA 0.382780150 4.579549e-03      NA       NA        NA 0.006390600 0.0539308777 0.0287736768      NA 0.05494901 0.06148791
tin_4.6    0.731712736          NA 3.108225e-02      NA       NA        NA 0.043163301 0.2094241802 0.2613904582      NA 0.29137593 0.28435788
tin_6.8    0.832286592 0.858917700           NA      NA       NA        NA 0.086235568 0.4830583285 0.4556635413      NA 0.92711900 0.90025397
bin_6.8    0.303894304 0.174281857 3.092860e-02      NA       NA        NA 0.595016154 0.5327915532 0.5422281931      NA 0.60693638 0.03899970
bin_8.10   0.965893676 0.951817333 9.259561e-01      NA       NA        NA 0.969395283 0.9702379775 0.9512378433      NA 0.92700932 0.97429683
bin_10.12  0.207465408 0.227336933 6.448248e-01      NA       NA        NA 0.682043366 0.5339325362 0.3731689077      NA 0.58255767 0.03709621
twi_2.4    0.283774707 0.276356775 1.425466e-01      NA       NA        NA          NA 0.3622092318 0.2481624640      NA 0.70382020 0.34405971
twi_4.6    0.700389489 0.641042564 1.629475e-01      NA       NA        NA 0.163113987           NA 0.5007848749      NA 0.51495013 0.82193282
twi_6.8    0.149846378 0.411659795 2.771036e-01      NA       NA        NA 0.037838453 0.2671961672           NA      NA 0.41515823 0.57000216
bap_6.8    0.550469781 0.486574897 1.523252e-01      NA       NA        NA 0.890684014 0.8718501818 0.8207395724      NA 0.55278042 0.53768369
mef2_2.4   0.002087591 0.007045221 2.880713e-05      NA       NA        NA 0.000054244 0.0002466684 0.0001853816      NA         NA 0.01016325
mef2_4.6   0.345855804 0.288402641 7.481724e-03      NA       NA        NA 0.017536936 0.0343218419 0.0585977519      NA 0.08160234         NA
mef2_6.8   0.518995190 0.484538527 3.789286e-01      NA       NA        NA 0.128813705 0.1259911255 0.6116526597      NA 0.86966320 0.92708058
mef2_8.10  0.694351788 0.841114822 6.721216e-01      NA       NA        NA 0.848009680 0.8035028016 0.8965910013      NA 0.93299073 0.90656384
mef2_10.12 0.145774341 0.333883886 3.285301e-01      NA       NA        NA 0.595016154 0.6116799022 0.4528326234      NA 0.94855927 0.88793657
               mef2_6.8 mef2_8.10 mef2_10.12
tin_2.4    0.0007077395        NA         NA
tin_4.6    0.0065156459        NA         NA
tin_6.8    0.5792927116        NA         NA
bin_6.8    0.6509534403        NA         NA
bin_8.10   0.9533167448        NA         NA
bin_10.12  0.6240610985        NA         NA
twi_2.4    0.2470185117        NA         NA
twi_4.6    0.0725604541        NA         NA
twi_6.8    0.1309273376        NA         NA
bap_6.8    0.7990558579        NA         NA
mef2_2.4   0.0004030319        NA         NA
mef2_4.6   0.0115593580        NA         NA
mef2_6.8             NA        NA         NA
mef2_8.10  0.9714501670        NA         NA
mef2_10.12 0.6932876468        NA         NA

adjX.inx
[[1]]
[1]  9 11 15

[[2]]
[1]  4 11

[[3]]
[1]  1  2  4  7  8 10 11 12

[[4]]
NULL

[[5]]
NULL

[[6]]
NULL

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

[[8]]
[1]  1 11 12 13

[[9]]
[1]  1 11 12

[[10]]
NULL

[[11]]
[1]  1 12

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

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

[[14]]
NULL

[[15]]
NULL


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

[[2]]
[1]  3  7 13

[[3]]
[1] 7

[[4]]
[1]  2  3 12

[[5]]
NULL

[[6]]
[1] 12

[[7]]
[1] 3

[[8]]
[1]  3  7 13

[[9]]
[1]  1  7 13

[[10]]
[1] 3

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

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

[[13]]
[1] 7 8

[[14]]
NULL

[[15]]
[1] 1


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 mef2_10.12 
         1          2          3          4          6          7          8          9         10         11         12         13         15 

onlySetE.cond
[1]  4  6 10 15

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

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

[[1]][[4]]
NULL

[[1]][[5]]
NULL

[[1]][[6]]
NULL

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

[[1]][[10]]
NULL

[[1]][[11]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[1]][[12]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

[[1]][[13]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395

[[1]][[14]]
NULL

[[1]][[15]]
NULL


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[2]][[2]]
NULL

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

[[2]][[4]]
NULL

[[2]][[5]]
NULL

[[2]][[6]]
NULL

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

[[2]][[10]]
NULL

[[2]][[11]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

[[2]][[12]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

[[2]][[13]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646

[[2]][[14]]
NULL

[[2]][[15]]
NULL


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

[[3]][[3]]
NULL

[[3]][[4]]
NULL

[[3]][[5]]
NULL

[[3]][[6]]
NULL

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

[[3]][[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

[[3]][[10]]
NULL

[[3]][[11]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

[[3]][[12]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

[[3]][[13]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927

[[3]][[14]]
NULL

[[3]][[15]]
NULL


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3038943

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1742819

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0309286

[[4]][[4]]
NULL

[[4]][[5]]
NULL

[[4]][[6]]
NULL

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5950162

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5327916

[[4]][[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5422282

[[4]][[10]]
NULL

[[4]][[11]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.6069364

[[4]][[12]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.0389997

[[4]][[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6509534

[[4]][[14]]
NULL

[[4]][[15]]
NULL


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.9658937

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.9518173

[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.9259561

[[5]][[4]]
NULL

[[5]][[5]]
NULL

[[5]][[6]]
NULL

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9693953

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.970238

[[5]][[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.9512378

[[5]][[10]]
NULL

[[5]][[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9270093

[[5]][[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9742968

[[5]][[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.9533167

[[5]][[14]]
NULL

[[5]][[15]]
NULL


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2074654

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2273369

[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6448248

[[6]][[4]]
NULL

[[6]][[5]]
NULL

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6820434

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5339325

[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.3731689

[[6]][[10]]
NULL

[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5825577

[[6]][[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.03709621

[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6240611

[[6]][[14]]
NULL

[[6]][[15]]
NULL


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

[[7]][[4]]
NULL

[[7]][[5]]
NULL

[[7]][[6]]
NULL

[[7]][[7]]
NULL

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

[[7]][[10]]
NULL

[[7]][[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

[[7]][[12]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

[[7]][[13]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185

[[7]][[14]]
NULL

[[7]][[15]]
NULL


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

[[8]][[4]]
NULL

[[8]][[5]]
NULL

[[8]][[6]]
NULL

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

[[8]][[8]]
NULL

[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

[[8]][[10]]
NULL

[[8]][[11]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

[[8]][[12]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

[[8]][[13]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045

[[8]][[14]]
NULL

[[8]][[15]]
NULL


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[9]][[4]]
NULL

[[9]][[5]]
NULL

[[9]][[6]]
NULL

[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[9]][[9]]
NULL

[[9]][[10]]
NULL

[[9]][[11]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

[[9]][[12]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

[[9]][[13]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273

[[9]][[14]]
NULL

[[9]][[15]]
NULL


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5504698

[[10]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4865749

[[10]][[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1523252

[[10]][[4]]
NULL

[[10]][[5]]
NULL

[[10]][[6]]
NULL

[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.890684

[[10]][[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8718502

[[10]][[9]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.8207396

[[10]][[10]]
NULL

[[10]][[11]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5527804

[[10]][[12]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5376837

[[10]][[13]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.7990559

[[10]][[14]]
NULL

[[10]][[15]]
NULL


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591

[[11]][[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221

[[11]][[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05

[[11]][[4]]
NULL

[[11]][[5]]
NULL

[[11]][[6]]
NULL

[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05

[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684

[[11]][[9]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816

[[11]][[10]]
NULL

[[11]][[11]]
NULL

[[11]][[12]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325

[[11]][[13]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319

[[11]][[14]]
NULL

[[11]][[15]]
NULL


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

[[12]][[4]]
NULL

[[12]][[5]]
NULL

[[12]][[6]]
NULL

[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

[[12]][[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

[[12]][[10]]
NULL

[[12]][[11]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

[[12]][[12]]
NULL

[[12]][[13]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936

[[12]][[14]]
NULL

[[12]][[15]]
NULL


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[13]][[4]]
NULL

[[13]][[5]]
NULL

[[13]][[6]]
NULL

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

[[13]][[10]]
NULL

[[13]][[11]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

[[13]][[12]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806

[[13]][[13]]
NULL

[[13]][[14]]
NULL

[[13]][[15]]
NULL


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.6943518

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8411148

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.6721216

[[14]][[4]]
NULL

[[14]][[5]]
NULL

[[14]][[6]]
NULL

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.8480097

[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8035028

[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.896591

[[14]][[10]]
NULL

[[14]][[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9329907

[[14]][[12]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9065638

[[14]][[13]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.9714502

[[14]][[14]]
NULL

[[14]][[15]]
NULL


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1457743

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3338839

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3285301

[[15]][[4]]
NULL

[[15]][[5]]
NULL

[[15]][[6]]
NULL

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5950162

[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.6116799

[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4528326

[[15]][[10]]
NULL

[[15]][[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.9485593

[[15]][[12]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8879366

[[15]][[13]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.6932876

[[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, mef2_10.12 

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

[[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

[[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

[[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333

[[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

[[11]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

[[12]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

[[13]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

[[14]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[15]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

[[16]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395

[[17]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

[[18]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

[[19]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646

[[20]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

[[21]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1742819

[[22]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0309286

[[23]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.0389997

[[24]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.03709621

[[25]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

[[26]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

[[27]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

[[28]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045

[[29]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

[[30]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

[[31]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273

[[32]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1523252

[[33]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591

[[34]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221

[[35]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05

[[36]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05

[[37]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684

[[38]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816

[[39]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325

[[40]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319

[[41]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

[[42]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

[[43]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

[[44]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

[[45]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

[[46]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936

[[47]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

[[48]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

[[49]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1457743


ciTests.adjC at n = 1 
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

$`twi_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

$`twi_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

$`twi_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


$`mef2_2.4 vs class | `
$`mef2_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

$`mef2_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591

$`mef2_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221

$`mef2_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05

$`mef2_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05

$`mef2_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684

$`mef2_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816

$`mef2_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325

$`mef2_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319


$`mef2_4.6 vs class | `
$`mef2_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

$`mef2_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

$`mef2_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

$`mef2_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

$`mef2_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

$`mef2_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

$`mef2_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

$`mef2_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

$`mef2_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806


$`tin_2.4 vs class | tin_6.8`
$`tin_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549


$`tin_2.4 vs class | twi_2.4`
$`tin_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906


$`tin_2.4 vs class | twi_4.6`
$`tin_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088


$`tin_2.4 vs class | twi_6.8`
$`tin_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368


$`tin_2.4 vs class | mef2_2.4`
$`tin_2.4 vs class | mef2_2.4`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901


$`tin_2.4 vs class | mef2_4.6`
$`tin_2.4 vs class | mef2_4.6`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


$`tin_4.6 vs class | tin_6.8`
$`tin_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


$`tin_6.8 vs class | twi_2.4`
$`tin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1742819


$`bin_6.8 vs class | tin_6.8`
$`bin_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0309286


$`bin_6.8 vs class | mef2_4.6`
$`bin_6.8 vs class | mef2_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.0389997


$`bin_10.12 vs class | mef2_4.6`
$`bin_10.12 vs class | mef2_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.03709621


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466


$`twi_4.6 vs class | tin_6.8`
$`twi_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475


$`twi_4.6 vs class | twi_2.4`
$`twi_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


$`twi_6.8 vs class | tin_2.4`
$`twi_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464


$`twi_6.8 vs class | twi_2.4`
$`twi_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845


$`twi_6.8 vs class | mef2_6.8`
$`twi_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


$`bap_6.8 vs class | tin_6.8`
$`bap_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1523252


$`mef2_2.4 vs class | tin_2.4`
$`mef2_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591


$`mef2_2.4 vs class | tin_4.6`
$`mef2_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221


$`mef2_2.4 vs class | tin_6.8`
$`mef2_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05


$`mef2_2.4 vs class | twi_2.4`
$`mef2_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05


$`mef2_2.4 vs class | twi_4.6`
$`mef2_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684


$`mef2_2.4 vs class | twi_6.8`
$`mef2_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816


$`mef2_2.4 vs class | mef2_4.6`
$`mef2_2.4 vs class | mef2_4.6`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325


$`mef2_2.4 vs class | mef2_6.8`
$`mef2_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319


$`mef2_4.6 vs class | tin_6.8`
$`mef2_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184


$`mef2_4.6 vs class | twi_6.8`
$`mef2_4.6 vs class | twi_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775


$`mef2_4.6 vs class | mef2_2.4`
$`mef2_4.6 vs class | mef2_2.4`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234


$`mef2_4.6 vs class | mef2_6.8`
$`mef2_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911


$`mef2_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1457743



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 |  
                 3.827802e-01                  7.317127e-01                  9.271190e-01                  7.038202e-01                  8.219328e-01 
          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_6.8 
                 5.700022e-01                  1.016325e-02                  3.458558e-01                  9.270806e-01                  4.579549e-03 
   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   tin_2.4 vs class | mef2_4.6 
                 6.390600e-03                  5.393088e-02                  2.877368e-02                  5.494901e-02                  6.148791e-02 
  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 | mef2_6.8    tin_6.8 vs class | twi_2.4 
                 7.077395e-04                  3.108225e-02                  4.316330e-02                  6.515646e-03                  8.623557e-02 
   bin_6.8 vs class | tin_4.6    bin_6.8 vs class | tin_6.8   bin_6.8 vs class | mef2_4.6 bin_10.12 vs class | mef2_4.6    twi_2.4 vs class | tin_6.8 
                 1.742819e-01                  3.092860e-02                  3.899970e-02                  3.709621e-02                  1.425466e-01 
   twi_4.6 vs class | tin_6.8    twi_4.6 vs class | twi_2.4   twi_4.6 vs class | mef2_6.8    twi_6.8 vs class | tin_2.4    twi_6.8 vs class | twi_2.4 
                 1.629475e-01                  1.631140e-01                  7.256045e-02                  1.498464e-01                  3.783845e-02 
  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 
                 1.309273e-01                  1.523252e-01                  2.087591e-03                  7.045221e-03                  2.880713e-05 
  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 
                 5.424400e-05                  2.466684e-04                  1.853816e-04                  1.016325e-02                  4.030319e-04 
  mef2_4.6 vs class | tin_6.8   mef2_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_4.6   mef2_4.6 vs class | twi_6.8  mef2_4.6 vs class | mef2_2.4 
                 7.481724e-03                  1.753694e-02                  3.432184e-02                  5.859775e-02                  8.160234e-02 
 mef2_4.6 vs class | mef2_6.8   mef2_6.8 vs class | twi_2.4   mef2_6.8 vs class | twi_4.6 mef2_10.12 vs class | tin_2.4 
                 1.155936e-02                  1.288137e-01                  1.259911e-01                  1.457743e-01 

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_6.8 
                            8                             8                             2                             9                             1 
   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   tin_2.4 vs class | mef2_4.6 
                            1                             1                             1                             1                             1 
  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 | mef2_6.8    tin_6.8 vs class | twi_2.4 
                            1                             1                             1                             1                             1 
   bin_6.8 vs class | tin_4.6    bin_6.8 vs class | tin_6.8   bin_6.8 vs class | mef2_4.6 bin_10.12 vs class | mef2_4.6    twi_2.4 vs class | tin_6.8 
                            1                             1                             1                             1                             1 
   twi_4.6 vs class | tin_6.8    twi_4.6 vs class | twi_2.4   twi_4.6 vs class | mef2_6.8    twi_6.8 vs class | tin_2.4    twi_6.8 vs class | twi_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_6.8   mef2_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_4.6   mef2_4.6 vs class | twi_6.8  mef2_4.6 vs class | mef2_2.4 
                            1                             1                             1                             1                             1 
 mef2_4.6 vs class | mef2_6.8   mef2_6.8 vs class | twi_2.4   mef2_6.8 vs class | twi_4.6 mef2_10.12 vs class | tin_2.4 
                            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 |  
                 3.827802e-01                  7.317127e-01                  9.271190e-01                  7.038202e-01                  8.219328e-01 
          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_6.8 
                 5.700022e-01                  1.016325e-02                  3.458558e-01                  9.270806e-01                  4.579549e-03 
   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   tin_2.4 vs class | mef2_4.6 
                 6.390600e-03                  5.393088e-02                  2.877368e-02                  5.494901e-02                  6.148791e-02 
  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 | mef2_6.8    tin_6.8 vs class | twi_2.4 
                 7.077395e-04                  3.108225e-02                  4.316330e-02                  6.515646e-03                  8.623557e-02 
   bin_6.8 vs class | tin_4.6    bin_6.8 vs class | tin_6.8   bin_6.8 vs class | mef2_4.6 bin_10.12 vs class | mef2_4.6    twi_2.4 vs class | tin_6.8 
                 1.742819e-01                  3.092860e-02                  3.899970e-02                  3.709621e-02                  1.425466e-01 
   twi_4.6 vs class | tin_6.8    twi_4.6 vs class | twi_2.4   twi_4.6 vs class | mef2_6.8    twi_6.8 vs class | tin_2.4    twi_6.8 vs class | twi_2.4 
                 1.629475e-01                  1.631140e-01                  7.256045e-02                  1.498464e-01                  3.783845e-02 
  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 
                 1.309273e-01                  1.523252e-01                  2.087591e-03                  7.045221e-03                  2.880713e-05 
  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 
                 5.424400e-05                  2.466684e-04                  1.853816e-04                  1.016325e-02                  4.030319e-04 
  mef2_4.6 vs class | tin_6.8   mef2_4.6 vs class | twi_2.4   mef2_4.6 vs class | twi_4.6   mef2_4.6 vs class | twi_6.8  mef2_4.6 vs class | mef2_2.4 
                 7.481724e-03                  1.753694e-02                  3.432184e-02                  5.859775e-02                  8.160234e-02 
 mef2_4.6 vs class | mef2_6.8   mef2_6.8 vs class | twi_2.4   mef2_6.8 vs class | twi_4.6 mef2_10.12 vs class | tin_2.4 
                 1.155936e-02                  1.288137e-01                  1.259911e-01                  1.457743e-01 

adjC.delete
 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 |   twi_6.8 vs class |  mef2_4.6 vs class |  
                   1                    2                    3                    4                    5                    6                    8 
mef2_6.8 vs class |  
                   9 

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

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[5]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[6]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[7]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927



ciTests.adjC.removed
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

$`tin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

$`tin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


$`twi_6.8 vs class | `
$`twi_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

$`twi_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

$`twi_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

$`twi_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

$`twi_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

$`twi_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

$`twi_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

$`twi_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

$`twi_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


$`mef2_4.6 vs class | `
$`mef2_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

$`mef2_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

$`mef2_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

$`mef2_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

$`mef2_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

$`mef2_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

$`mef2_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

$`mef2_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

$`mef2_4.6 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806


$`tin_2.4 vs class | tin_6.8`
$`tin_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549


$`tin_2.4 vs class | twi_2.4`
$`tin_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906


$`tin_2.4 vs class | twi_4.6`
$`tin_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088


$`tin_2.4 vs class | twi_6.8`
$`tin_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368


$`tin_2.4 vs class | mef2_4.6`
$`tin_2.4 vs class | mef2_4.6`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791


$`tin_2.4 vs class | mef2_6.8`
$`tin_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


$`tin_4.6 vs class | tin_6.8`
$`tin_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225


$`tin_4.6 vs class | twi_2.4`
$`tin_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633


$`tin_4.6 vs class | mef2_6.8`
$`tin_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


$`tin_6.8 vs class | twi_2.4`
$`tin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557


$`bin_6.8 vs class | tin_4.6`
$`bin_6.8 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1742819


$`bin_6.8 vs class | tin_6.8`
$`bin_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0309286


$`bin_6.8 vs class | mef2_4.6`
$`bin_6.8 vs class | mef2_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.0389997


$`bin_10.12 vs class | mef2_4.6`
$`bin_10.12 vs class | mef2_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.03709621


$`twi_2.4 vs class | tin_6.8`
$`twi_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466


$`twi_4.6 vs class | tin_6.8`
$`twi_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475


$`twi_4.6 vs class | twi_2.4`
$`twi_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114


$`twi_4.6 vs class | mef2_6.8`
$`twi_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


$`twi_6.8 vs class | tin_2.4`
$`twi_6.8 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464


$`twi_6.8 vs class | twi_2.4`
$`twi_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845


$`twi_6.8 vs class | mef2_6.8`
$`twi_6.8 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


$`bap_6.8 vs class | tin_6.8`
$`bap_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1523252


$`mef2_2.4 vs class | tin_2.4`
$`mef2_2.4 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591


$`mef2_2.4 vs class | tin_4.6`
$`mef2_2.4 vs class | tin_4.6`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221


$`mef2_2.4 vs class | tin_6.8`
$`mef2_2.4 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05


$`mef2_2.4 vs class | twi_2.4`
$`mef2_2.4 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05


$`mef2_2.4 vs class | twi_4.6`
$`mef2_2.4 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684


$`mef2_2.4 vs class | twi_6.8`
$`mef2_2.4 vs class | twi_6.8`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816


$`mef2_2.4 vs class | mef2_4.6`
$`mef2_2.4 vs class | mef2_4.6`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325


$`mef2_2.4 vs class | mef2_6.8`
$`mef2_2.4 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319


$`mef2_4.6 vs class | tin_6.8`
$`mef2_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724


$`mef2_4.6 vs class | twi_2.4`
$`mef2_4.6 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694


$`mef2_4.6 vs class | twi_4.6`
$`mef2_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184


$`mef2_4.6 vs class | twi_6.8`
$`mef2_4.6 vs class | twi_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775


$`mef2_4.6 vs class | mef2_6.8`
$`mef2_4.6 vs class | mef2_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


$`mef2_6.8 vs class | twi_2.4`
$`mef2_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137


$`mef2_6.8 vs class | twi_4.6`
$`mef2_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911


$`mef2_10.12 vs class | tin_2.4`
$`mef2_10.12 vs class | tin_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1457743



Variables left after iteration 1 : mef2_2.4, tin_2.4, mef2_4.6 

adjC
[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

[[3]][[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.5271533


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.775876


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.9102208


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[9]][[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

[[9]][[9]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.6951627


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

[[11]][[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591

[[11]][[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221

[[11]][[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05

[[11]][[5]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05

[[11]][[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684

[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816

[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325

[[11]][[9]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

[[12]][[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333

[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.7630993


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.5271533



adjC.uncond

[1] 11

adjC.filtered

[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[5]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[6]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[7]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

[[3]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

[[4]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

[[5]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

[[6]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

[[7]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927



adjC
[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

[[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234


removed.ids
 [1] "tin_2.4 vs class | "           "tin_4.6 vs class | "           "tin_6.8 vs class | "           "twi_2.4 vs class | "          
 [5] "twi_4.6 vs class | "           "twi_6.8 vs class | "           "mef2_4.6 vs class | "          "mef2_6.8 vs class | "         
 [9] "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"   
[13] "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"   
[17] "tin_4.6 vs class | mef2_6.8"   "tin_6.8 vs class | twi_2.4"    "bin_6.8 vs class | tin_4.6"    "bin_6.8 vs class | tin_6.8"   
[21] "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_4.6 vs class | tin_6.8"   
[25] "twi_4.6 vs class | twi_2.4"    "twi_4.6 vs class | mef2_6.8"   "twi_6.8 vs class | tin_2.4"    "twi_6.8 vs class | twi_2.4"   
[29] "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"  
[33] "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"  
[37] "mef2_2.4 vs class | mef2_4.6"  "mef2_2.4 vs class | mef2_6.8"  "mef2_4.6 vs class | tin_6.8"   "mef2_4.6 vs class | twi_2.4"  
[41] "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"  
[45] "mef2_6.8 vs class | twi_4.6"   "mef2_10.12 vs class | tin_2.4"

direct.nodes
[[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07


indirect.nodes
[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

[[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

[[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

[[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333


joint.nodes
[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05


conditional.nodes
[[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234


direct.inx
mef2_2.4 
      11 

indirect.inx
 tin_4.6  tin_6.8  twi_2.4  twi_4.6  twi_6.8 mef2_4.6 mef2_6.8 
       2        3        7        8        9       12       13 

joint.inx
tin_2.4 
      1 

conditional.inx
 tin_2.4 mef2_4.6 
       1       12 

Dsep
$tin_2.4
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

$tin_4.6
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

$tin_6.8
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

$bin_6.8
NULL

$bin_8.10
NULL

$bin_10.12
NULL

$twi_2.4
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

$twi_4.6
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

$twi_6.8
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

$mef2_6.8
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
 [1] "tin_4.6 vs class | tin_2.4"  "tin_2.4 vs class | tin_4.6"  "twi_4.6 vs class | tin_4.6"  "tin_4.6 vs class | twi_4.6" 
 [5] "twi_6.8 vs class | tin_4.6"  "tin_4.6 vs class | twi_6.8"  "twi_6.8 vs class | tin_6.8"  "tin_6.8 vs class | twi_6.8" 
 [9] "twi_6.8 vs class | twi_4.6"  "twi_4.6 vs class | twi_6.8"  "mef2_4.6 vs class | tin_4.6" "tin_4.6 vs class | mef2_4.6"
[13] "mef2_6.8 vs class | tin_6.8" "tin_6.8 vs class | mef2_6.8"

edges
[[1]]
EDGE mef2_2.4[11] -> 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_2.4[11] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE mef2_2.4[11] -> twi_6.8[9] based on 1 test(s)

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

[[7]]
EDGE mef2_2.4[11] -> mef2_6.8[13] based on 1 test(s)

[[8]]
EDGE tin_4.6[2] <-> tin_2.4[1] based on 2 test(s)

[[9]]
EDGE tin_2.4[1] - mef2_2.4[11] based on 2 test(s)

[[10]]
EDGE tin_2.4[1] .. mef2_2.4[11] based on 1 test(s)

[[11]]
EDGE mef2_4.6[12] .. 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 
3.982638e-05 6.679075e-04 8.506317e-02 5.271533e-01 7.758760e-01 9.102208e-01 1.166092e-01 2.681286e-02 1.063849e-02 6.951627e-01 4.237280e-07 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
2.543999e-04 5.483330e-02 7.630993e-01 5.271533e-01 

$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 x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=3.982638e-05

$ciTests[[1]][[2]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.3827802

$ciTests[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004579549

$ciTests[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0063906

$ciTests[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05393088

$ciTests[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.02877368

$ciTests[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.05494901

$ciTests[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.06148791

$ciTests[[1]][[9]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0007077395


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.0006679075

$ciTests[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7317127

$ciTests[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03108225

$ciTests[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.0431633

$ciTests[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2094242

$ciTests[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2613905

$ciTests[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.2913759

$ciTests[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.2843579

$ciTests[[2]][[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006515646


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.08506317

$ciTests[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.8322866

$ciTests[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8589177

$ciTests[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08623557

$ciTests[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.4830583

$ciTests[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.4556635

$ciTests[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.927119

$ciTests[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.900254

$ciTests[[3]][[9]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.5792927


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.5271533


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.775876


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.9102208


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.1166092

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2837747

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2763568

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1425466

$ciTests[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.3622092

$ciTests[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.2481625

$ciTests[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.7038202

$ciTests[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.3440597

$ciTests[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.2470185


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02681286

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.7003895

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.6410426

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1629475

$ciTests[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.163114

$ciTests[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.5007849

$ciTests[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.5149501

$ciTests[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.8219328

$ciTests[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.07256045


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.01063849

$ciTests[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1498464

$ciTests[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4116598

$ciTests[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2771036

$ciTests[[9]][[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.03783845

$ciTests[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2671962

$ciTests[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.4151582

$ciTests[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.5700022

$ciTests[[9]][[9]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1309273


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.6951627


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=4.23728e-07

$ciTests[[11]][[2]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.002087591

$ciTests[[11]][[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.007045221

$ciTests[[11]][[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=2.880713e-05

$ciTests[[11]][[5]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.4244e-05

$ciTests[[11]][[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0002466684

$ciTests[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.0001853816

$ciTests[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.01016325

$ciTests[[11]][[9]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0004030319


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.0002543999

$ciTests[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.3458558

$ciTests[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2884026

$ciTests[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.007481724

$ciTests[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01753694

$ciTests[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03432184

$ciTests[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.05859775

$ciTests[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.08160234

$ciTests[[12]][[9]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.01155936


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.0548333

$ciTests[[13]][[2]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.5189952

$ciTests[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.4845385

$ciTests[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.3789286

$ciTests[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1288137

$ciTests[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1259911

$ciTests[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_6.8[9], reliable=TRUE, p.value=0.6116527

$ciTests[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_2.4[11], reliable=TRUE, p.value=0.8696632

$ciTests[[13]][[9]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=mef2_4.6[12], reliable=TRUE, p.value=0.9270806


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.7630993


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.5271533



$final.calls
         name            type explained.by explained.pval conditional.type    conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4           joint      tin_4.6      0.3827802           direct  tin_2.4:mef2_2.4                                         3.982638e-05
2     tin_4.6 strong indirect     mef2_2.4      0.2913759                                                                            6.679075e-04
3     tin_6.8 strong indirect     mef2_2.4      0.9271190                                                                            8.506317e-02
4     bin_6.8   no dependence                          NA                                                                            5.271533e-01
5    bin_8.10   no dependence                          NA                                                                            7.758760e-01
6   bin_10.12   no dependence                          NA                                                                            9.102208e-01
7     twi_2.4 strong indirect     mef2_2.4      0.7038202                                                                            1.166092e-01
8     twi_4.6 strong indirect     mef2_2.4      0.5149501                                                                            2.681286e-02
9     twi_6.8 strong indirect     mef2_2.4      0.4151582                                                                            1.063849e-02
10    bap_6.8   no dependence                          NA                                                                            6.951627e-01
11   mef2_2.4          direct                          NA                                                                            4.237280e-07
12   mef2_4.6   weak indirect      tin_2.4      0.3458558           direct mef2_4.6:mef2_2.4                                         2.543999e-04
13   mef2_6.8 strong indirect     mef2_2.4      0.8696632                                                                            5.483330e-02
14  mef2_8.10   no dependence                          NA                                                                            7.630993e-01
15 mef2_10.12   no dependence                          NA                                                                            5.271533e-01
       log2FC
1   1.9403123
2   1.5672688
3   1.1094984
4   0.6042631
5        -Inf
6   0.1568041
7   0.7179198
8   1.0788016
9   1.2736177
10 -0.5212678
11  2.9261912
12  1.5245359
13  1.0636947
14  0.2823350
15  0.6042631

