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 
7.609918e-01 3.706810e-01 2.422505e-02 4.851217e-05 4.797347e-06 3.621122e-03 1.631515e-02 2.102258e-02 3.658689e-01 1.653831e-03 7.201280e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
5.064622e-01 4.247510e-01 5.324881e-01 3.210145e-01 

setE.inx
  tin_6.8   bin_6.8  bin_8.10 bin_10.12   twi_2.4   twi_4.6   bap_6.8 
        3         4         5         6         7         8        10 

setE.names
[1] "tin_6.8"   "bin_6.8"   "bin_8.10"  "bin_10.12" "twi_2.4"   "twi_4.6"   "bap_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 mef2_6.8
tin_2.4         NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
tin_4.6         NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
tin_6.8         NA      NA      NA 2.944082e-08 4.342138e-02 2.670200e-01 0.1389041945 4.484253e-06      NA 9.232937e-18       NA       NA       NA
bin_6.8         NA      NA      NA           NA 6.039351e-18 9.575743e-13 0.0035177779 8.746911e-02      NA 1.822442e-09       NA       NA       NA
bin_8.10        NA      NA      NA           NA           NA 4.429540e-19 0.0028596530 8.330041e-02      NA 2.996662e-04       NA       NA       NA
bin_10.12       NA      NA      NA           NA           NA           NA 0.0001643658 3.938552e-02      NA 3.335597e-02       NA       NA       NA
twi_2.4         NA      NA      NA           NA           NA           NA           NA 1.590030e-07      NA 1.807964e-01       NA       NA       NA
twi_4.6         NA      NA      NA           NA           NA           NA           NA           NA      NA 2.686318e-03       NA       NA       NA
twi_6.8         NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
bap_6.8         NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_2.4        NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_4.6        NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_6.8        NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_8.10       NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_10.12      NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
           mef2_8.10 mef2_10.12
tin_2.4           NA         NA
tin_4.6           NA         NA
tin_6.8           NA         NA
bin_6.8           NA         NA
bin_8.10          NA         NA
bin_10.12         NA         NA
twi_2.4           NA         NA
twi_4.6           NA         NA
twi_6.8           NA         NA
bap_6.8           NA         NA
mef2_2.4          NA         NA
mef2_4.6          NA         NA
mef2_6.8          NA         NA
mef2_8.10         NA         NA
mef2_10.12        NA         NA

expC.p.vals
           tin_2.4 tin_4.6 tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6 twi_6.8      bap_6.8 mef2_2.4 mef2_4.6 mef2_6.8
tin_2.4         NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
tin_4.6         NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
tin_6.8         NA      NA      NA 1.624798e-06 3.237168e-01 6.449624e-01 0.3990092076 4.140271e-06      NA 5.690447e-16       NA       NA       NA
bin_6.8         NA      NA      NA           NA 1.163454e-14 8.090716e-12 0.0378050144 6.279219e-02      NA 5.869659e-08       NA       NA       NA
bin_8.10        NA      NA      NA           NA           NA 4.712721e-16 0.0179271300 4.836537e-01      NA 8.103805e-03       NA       NA       NA
bin_10.12       NA      NA      NA           NA           NA           NA 0.0006186744 2.288398e-01      NA 1.524708e-01       NA       NA       NA
twi_2.4         NA      NA      NA           NA           NA           NA           NA 3.483703e-06      NA 5.075090e-01       NA       NA       NA
twi_4.6         NA      NA      NA           NA           NA           NA           NA           NA      NA 6.756726e-04       NA       NA       NA
twi_6.8         NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
bap_6.8         NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_2.4        NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_4.6        NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_6.8        NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_8.10       NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
mef2_10.12      NA      NA      NA           NA           NA           NA           NA           NA      NA           NA       NA       NA       NA
           mef2_8.10 mef2_10.12
tin_2.4           NA         NA
tin_4.6           NA         NA
tin_6.8           NA         NA
bin_6.8           NA         NA
bin_8.10          NA         NA
bin_10.12         NA         NA
twi_2.4           NA         NA
twi_4.6           NA         NA
twi_6.8           NA         NA
bap_6.8           NA         NA
mef2_2.4          NA         NA
mef2_4.6          NA         NA
mef2_6.8          NA         NA
mef2_8.10         NA         NA
mef2_10.12        NA         NA

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

adjX.star.cond.p.vals
           tin_2.4 tin_4.6      tin_6.8    bin_6.8   bin_8.10    bin_10.12      twi_2.4      twi_4.6 twi_6.8      bap_6.8 mef2_2.4 mef2_4.6 mef2_6.8
tin_2.4         NA      NA 0.9057901711 0.68553556 0.20003852 0.8233165289 2.750096e-01 2.749473e-02      NA 0.6366422622       NA       NA       NA
tin_4.6         NA      NA 0.2708326695 0.96347269 0.26082400 0.2453766043 2.571308e-01 1.503600e-03      NA 0.9701749014       NA       NA       NA
tin_6.8         NA      NA           NA 0.63018671 0.20711857 0.0925780855 6.094453e-02 5.678099e-03      NA 0.6583040924       NA       NA       NA
bin_6.8         NA      NA 0.0043039879         NA 0.07853209 0.0003490811 1.033434e-03 3.251431e-05      NA 0.0010262265       NA       NA       NA
bin_8.10        NA      NA 0.0001471933 0.04722477         NA 0.0050142706 5.450031e-07 1.756035e-04      NA 0.0002140416       NA       NA       NA
bin_10.12       NA      NA 0.0164170471 0.02853942 0.80248891           NA 1.521610e-05 3.918019e-02      NA 0.0177988156       NA       NA       NA
twi_2.4         NA      NA 0.1925728122 0.13905725 0.08578128 0.0362908062           NA 1.798451e-01      NA 0.1917933131       NA       NA       NA
twi_4.6         NA      NA 0.0385896189 0.08295870 0.19745871 0.1659330456 2.570255e-01           NA      NA 0.0407616403       NA       NA       NA
twi_6.8         NA      NA 0.0493505549 0.23475123 0.61078076 0.6529764637 8.843577e-02 6.010779e-01      NA 0.0922938723       NA       NA       NA
bap_6.8         NA      NA 0.0749982222 0.04143195 0.04191637 0.0092015585 5.470882e-03 5.107215e-05      NA           NA       NA       NA       NA
mef2_2.4        NA      NA 0.4157846076 0.83302653 0.65517489 0.3763291389 3.217421e-01 8.783964e-01      NA 0.5503300368       NA       NA       NA
mef2_4.6        NA      NA 0.0091177505 0.47931987 0.96516995 0.7825791823 8.578055e-01 8.556580e-01      NA 0.0067101320       NA       NA       NA
mef2_6.8        NA      NA 0.2126612157 0.61878198 0.44354937 0.7535210322 3.430984e-01 8.579575e-01      NA 0.1872421468       NA       NA       NA
mef2_8.10       NA      NA 0.5465890531 0.65203737 0.80689089 0.7143910445 8.016834e-02 8.424282e-01      NA 0.4429016290       NA       NA       NA
mef2_10.12      NA      NA 0.7202591860 0.87650971 0.85421430 0.8432023618 5.000365e-02 5.064251e-01      NA 0.6173751822       NA       NA       NA
           mef2_8.10 mef2_10.12
tin_2.4           NA         NA
tin_4.6           NA         NA
tin_6.8           NA         NA
bin_6.8           NA         NA
bin_8.10          NA         NA
bin_10.12         NA         NA
twi_2.4           NA         NA
twi_4.6           NA         NA
twi_6.8           NA         NA
bap_6.8           NA         NA
mef2_2.4          NA         NA
mef2_4.6          NA         NA
mef2_6.8          NA         NA
mef2_8.10         NA         NA
mef2_10.12        NA         NA

adjX.inx
[[1]]
NULL

[[2]]
NULL

[[3]]
[1]  4  5  8  9 10 12

[[4]]
[1]  5  6  8 10

[[5]]
[1]  4  7 10

[[6]]
[1]  4  5  7 10

[[7]]
[1]  4  5  6  9 14 15

[[8]]
[1]  1  2  3  4  5  6 10

[[9]]
NULL

[[10]]
[1]  4  5  6  8  9 12

[[11]]
NULL

[[12]]
NULL

[[13]]
NULL

[[14]]
NULL

[[15]]
NULL


condX.inx
[[1]]
[1] 8

[[2]]
[1] 8

[[3]]
[1] 6 7 8

[[4]]
[1]  3  5  6  7  8 10

[[5]]
[1]  3  4  6  7  8 10

[[6]]
[1]  3  4  7  8 10

[[7]]
[1] 5 6

[[8]]
[1]  3  4 10

[[9]]
[1]  3  7 10

[[10]]
[1] 3 4 5 6 7 8

[[11]]
NULL

[[12]]
[1]  3 10

[[13]]
NULL

[[14]]
[1] 7

[[15]]
[1] 7


setE.cond
   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_4.6  mef2_8.10 mef2_10.12 
         1          2          3          4          5          6          7          8          9         10         12         14         15 

onlySetE.cond
[1]  1  2  9 12 14 15

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

[[1]][[2]]
NULL

[[1]][[3]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.9057902

[[1]][[4]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6855356

[[1]][[5]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2000385

[[1]][[6]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8233165

[[1]][[7]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2750096

[[1]][[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02749473

[[1]][[9]]
NULL

[[1]][[10]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6366423

[[1]][[11]]
NULL

[[1]][[12]]
NULL

[[1]][[13]]
NULL

[[1]][[14]]
NULL

[[1]][[15]]
NULL


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

[[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=0.2708327

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.9634727

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.260824

[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2453766

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2571308

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0015036

[[2]][[9]]
NULL

[[2]][[10]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.9701749

[[2]][[11]]
NULL

[[2]][[12]]
NULL

[[2]][[13]]
NULL

[[2]][[14]]
NULL

[[2]][[15]]
NULL


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

[[3]][[2]]
NULL

[[3]][[3]]
NULL

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6301867

[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2071186

[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06094453

[[3]][[8]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099

[[3]][[9]]
NULL

[[3]][[10]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6583041

[[3]][[11]]
NULL

[[3]][[12]]
NULL

[[3]][[13]]
NULL

[[3]][[14]]
NULL

[[3]][[15]]
NULL


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

[[4]][[2]]
NULL

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004303988

[[4]][[4]]
NULL

[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05

[[4]][[9]]
NULL

[[4]][[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

[[4]][[11]]
NULL

[[4]][[12]]
NULL

[[4]][[13]]
NULL

[[4]][[14]]
NULL

[[4]][[15]]
NULL


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

[[5]][[2]]
NULL

[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933

[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

[[5]][[5]]
NULL

[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035

[[5]][[9]]
NULL

[[5]][[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

[[5]][[11]]
NULL

[[5]][[12]]
NULL

[[5]][[13]]
NULL

[[5]][[14]]
NULL

[[5]][[15]]
NULL


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

[[6]][[2]]
NULL

[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705

[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8024889

[[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=1.52161e-05

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019

[[6]][[9]]
NULL

[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882

[[6]][[11]]
NULL

[[6]][[12]]
NULL

[[6]][[13]]
NULL

[[6]][[14]]
NULL

[[6]][[15]]
NULL


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

[[7]][[2]]
NULL

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1925728

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1390572

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081

[[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=0.1798451

[[7]][[9]]
NULL

[[7]][[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1917933

[[7]][[11]]
NULL

[[7]][[12]]
NULL

[[7]][[13]]
NULL

[[7]][[14]]
NULL

[[7]][[15]]
NULL


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

[[8]][[2]]
NULL

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03858962

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1974587

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.165933

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164

[[8]][[11]]
NULL

[[8]][[12]]
NULL

[[8]][[13]]
NULL

[[8]][[14]]
NULL

[[8]][[15]]
NULL


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

[[9]][[2]]
NULL

[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.04935055

[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2347512

[[9]][[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6107808

[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.6529765

[[9]][[7]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08843577

[[9]][[8]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.6010779

[[9]][[9]]
NULL

[[9]][[10]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.09229387

[[9]][[11]]
NULL

[[9]][[12]]
NULL

[[9]][[13]]
NULL

[[9]][[14]]
NULL

[[9]][[15]]
NULL


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

[[10]][[2]]
NULL

[[10]][[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.07499822

[[10]][[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

[[10]][[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

[[10]][[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558

[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882

[[10]][[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05

[[10]][[9]]
NULL

[[10]][[10]]
NULL

[[10]][[11]]
NULL

[[10]][[12]]
NULL

[[10]][[13]]
NULL

[[10]][[14]]
NULL

[[10]][[15]]
NULL


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

[[11]][[2]]
NULL

[[11]][[3]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.4157846

[[11]][[4]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.8330265

[[11]][[5]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6551749

[[11]][[6]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.3763291

[[11]][[7]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3217421

[[11]][[8]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8783964

[[11]][[9]]
NULL

[[11]][[10]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.55033

[[11]][[11]]
NULL

[[11]][[12]]
NULL

[[11]][[13]]
NULL

[[11]][[14]]
NULL

[[11]][[15]]
NULL


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

[[12]][[2]]
NULL

[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.00911775

[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4793199

[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.9651699

[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7825792

[[12]][[7]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.8578055

[[12]][[8]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.855658

[[12]][[9]]
NULL

[[12]][[10]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.006710132

[[12]][[11]]
NULL

[[12]][[12]]
NULL

[[12]][[13]]
NULL

[[12]][[14]]
NULL

[[12]][[15]]
NULL


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

[[13]][[2]]
NULL

[[13]][[3]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2126612

[[13]][[4]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.618782

[[13]][[5]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4435494

[[13]][[6]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.753521

[[13]][[7]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3430984

[[13]][[8]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8579575

[[13]][[9]]
NULL

[[13]][[10]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1872421

[[13]][[11]]
NULL

[[13]][[12]]
NULL

[[13]][[13]]
NULL

[[13]][[14]]
NULL

[[13]][[15]]
NULL


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

[[14]][[2]]
NULL

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.5465891

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6520374

[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8068909

[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.714391

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08016834

[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8424282

[[14]][[9]]
NULL

[[14]][[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.4429016

[[14]][[11]]
NULL

[[14]][[12]]
NULL

[[14]][[13]]
NULL

[[14]][[14]]
NULL

[[14]][[15]]
NULL


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

[[15]][[2]]
NULL

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.7202592

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.8765097

[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8542143

[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8432024

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05000365

[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5064251

[[15]][[9]]
NULL

[[15]][[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6173752

[[15]][[11]]
NULL

[[15]][[12]]
NULL

[[15]][[13]]
NULL

[[15]][[14]]
NULL

[[15]][[15]]
NULL



Conditioning on sets of 1 variable(s) from tin_6.8, bin_6.8, bin_8.10, bin_10.12, twi_2.4, twi_4.6, bap_6.8, tin_2.4, tin_4.6, twi_6.8, mef2_4.6, mef2_8.10, mef2_10.12 

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.02422505

[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.003621122

[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01631515

[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02102258

[[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831

[[8]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.02749473

[[9]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0015036

[[10]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809

[[11]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06094453

[[12]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099

[[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004303988

[[14]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

[[15]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811

[[16]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434

[[17]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05

[[18]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

[[19]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933

[[20]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

[[21]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271

[[22]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07

[[23]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035

[[24]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

[[25]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705

[[26]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

[[27]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05

[[28]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019

[[29]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882

[[30]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

[[31]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081

[[32]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03858962

[[33]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

[[34]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164

[[35]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.04935055

[[36]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08843577

[[37]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.09229387

[[38]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.07499822

[[39]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

[[40]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

[[41]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558

[[42]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882

[[43]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05

[[44]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.00911775

[[45]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.006710132

[[46]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08016834

[[47]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05000365


ciTests.adjC at n = 1 
$`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=0.02422505

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6301867

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2071186

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06094453

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6583041


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004303988

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.003621122

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8024889

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882


$`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=0.01631515

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1925728

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1390572

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1917933


$`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=0.02102258

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03858962

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1974587

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.165933

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.07499822

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05


$`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=0.02749473


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0015036


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809


$`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=0.06094453


$`tin_6.8 vs class | twi_4.6`
$`tin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099


$`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=0.004303988


$`bin_6.8 vs class | bin_8.10`
$`bin_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209


$`bin_6.8 vs class | bin_10.12`
$`bin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811


$`bin_6.8 vs class | twi_2.4`
$`bin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05


$`bin_6.8 vs class | bap_6.8`
$`bin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227


$`bin_8.10 vs class | tin_6.8`
$`bin_8.10 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933


$`bin_8.10 vs class | bin_6.8`
$`bin_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477


$`bin_8.10 vs class | bin_10.12`
$`bin_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271


$`bin_8.10 vs class | twi_2.4`
$`bin_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035


$`bin_8.10 vs class | bap_6.8`
$`bin_8.10 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416


$`bin_10.12 vs class | tin_6.8`
$`bin_10.12 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019


$`bin_10.12 vs class | bap_6.8`
$`bin_10.12 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081


$`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=0.03858962


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587


$`twi_4.6 vs class | bap_6.8`
$`twi_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164


$`twi_6.8 vs class | tin_6.8`
$`twi_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.04935055


$`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=0.08843577


$`twi_6.8 vs class | bap_6.8`
$`twi_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.09229387


$`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=0.07499822


$`bap_6.8 vs class | bin_6.8`
$`bap_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195


$`bap_6.8 vs class | bin_8.10`
$`bap_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637


$`bap_6.8 vs class | bin_10.12`
$`bap_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558


$`bap_6.8 vs class | twi_2.4`
$`bap_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882


$`bap_6.8 vs class | twi_4.6`
$`bap_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05


$`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=0.00911775


$`mef2_4.6 vs class | bap_6.8`
$`mef2_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.006710132


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08016834


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05000365



adjC.pvals at n = 1 
          tin_6.8 vs class |            bin_6.8 vs class |           bin_8.10 vs class |          bin_10.12 vs class |            twi_2.4 vs class |  
                 6.583041e-01                  7.853209e-02                  4.722477e-02                  8.024889e-01                  1.925728e-01 
          twi_4.6 vs class |            bap_6.8 vs class |     tin_2.4 vs class | twi_4.6    tin_4.6 vs class | twi_4.6  tin_6.8 vs class | bin_10.12 
                 2.570255e-01                  7.499822e-02                  2.749473e-02                  1.503600e-03                  9.257809e-02 
   tin_6.8 vs class | twi_2.4    tin_6.8 vs class | twi_4.6    bin_6.8 vs class | tin_6.8   bin_6.8 vs class | bin_8.10  bin_6.8 vs class | bin_10.12 
                 6.094453e-02                  5.678099e-03                  4.303988e-03                  7.853209e-02                  3.490811e-04 
   bin_6.8 vs class | twi_2.4    bin_6.8 vs class | twi_4.6    bin_6.8 vs class | bap_6.8   bin_8.10 vs class | tin_6.8   bin_8.10 vs class | bin_6.8 
                 1.033434e-03                  3.251431e-05                  1.026227e-03                  1.471933e-04                  4.722477e-02 
bin_8.10 vs class | bin_10.12   bin_8.10 vs class | twi_2.4   bin_8.10 vs class | twi_4.6   bin_8.10 vs class | bap_6.8  bin_10.12 vs class | tin_6.8 
                 5.014271e-03                  5.450031e-07                  1.756035e-04                  2.140416e-04                  1.641705e-02 
 bin_10.12 vs class | bin_6.8  bin_10.12 vs class | twi_2.4  bin_10.12 vs class | twi_4.6  bin_10.12 vs class | bap_6.8   twi_2.4 vs class | bin_8.10 
                 2.853942e-02                  1.521610e-05                  3.918019e-02                  1.779882e-02                  8.578128e-02 
 twi_2.4 vs class | bin_10.12    twi_4.6 vs class | tin_6.8    twi_4.6 vs class | bin_6.8    twi_4.6 vs class | bap_6.8    twi_6.8 vs class | tin_6.8 
                 3.629081e-02                  3.858962e-02                  8.295870e-02                  4.076164e-02                  4.935055e-02 
   twi_6.8 vs class | twi_2.4    twi_6.8 vs class | bap_6.8    bap_6.8 vs class | tin_6.8    bap_6.8 vs class | bin_6.8   bap_6.8 vs class | bin_8.10 
                 8.843577e-02                  9.229387e-02                  7.499822e-02                  4.143195e-02                  4.191637e-02 
 bap_6.8 vs class | bin_10.12    bap_6.8 vs class | twi_2.4    bap_6.8 vs class | twi_4.6   mef2_4.6 vs class | tin_6.8   mef2_4.6 vs class | bap_6.8 
                 9.201558e-03                  5.470882e-03                  5.107215e-05                  9.117750e-03                  6.710132e-03 
 mef2_8.10 vs class | twi_2.4 mef2_10.12 vs class | twi_2.4 
                 8.016834e-02                  5.000365e-02 

adjC.pvals.inx at n = 1 
          tin_6.8 vs class |            bin_6.8 vs class |           bin_8.10 vs class |          bin_10.12 vs class |            twi_2.4 vs class |  
                            7                             3                             3                             4                             2 
          twi_4.6 vs class |            bap_6.8 vs class |     tin_2.4 vs class | twi_4.6    tin_4.6 vs class | twi_4.6  tin_6.8 vs class | bin_10.12 
                            6                             2                             1                             1                             1 
   tin_6.8 vs class | twi_2.4    tin_6.8 vs class | twi_4.6    bin_6.8 vs class | tin_6.8   bin_6.8 vs class | bin_8.10  bin_6.8 vs class | bin_10.12 
                            1                             1                             1                             1                             1 
   bin_6.8 vs class | twi_2.4    bin_6.8 vs class | twi_4.6    bin_6.8 vs class | bap_6.8   bin_8.10 vs class | tin_6.8   bin_8.10 vs class | bin_6.8 
                            1                             1                             1                             1                             1 
bin_8.10 vs class | bin_10.12   bin_8.10 vs class | twi_2.4   bin_8.10 vs class | twi_4.6   bin_8.10 vs class | bap_6.8  bin_10.12 vs class | tin_6.8 
                            1                             1                             1                             1                             1 
 bin_10.12 vs class | bin_6.8  bin_10.12 vs class | twi_2.4  bin_10.12 vs class | twi_4.6  bin_10.12 vs class | bap_6.8   twi_2.4 vs class | bin_8.10 
                            1                             1                             1                             1                             1 
 twi_2.4 vs class | bin_10.12    twi_4.6 vs class | tin_6.8    twi_4.6 vs class | bin_6.8    twi_4.6 vs class | bap_6.8    twi_6.8 vs class | tin_6.8 
                            1                             1                             1                             1                             1 
   twi_6.8 vs class | twi_2.4    twi_6.8 vs class | bap_6.8    bap_6.8 vs class | tin_6.8    bap_6.8 vs class | bin_6.8   bap_6.8 vs class | bin_8.10 
                            1                             1                             1                             1                             1 
 bap_6.8 vs class | bin_10.12    bap_6.8 vs class | twi_2.4    bap_6.8 vs class | twi_4.6   mef2_4.6 vs class | tin_6.8   mef2_4.6 vs class | bap_6.8 
                            1                             1                             1                             1                             1 
 mef2_8.10 vs class | twi_2.4 mef2_10.12 vs class | twi_2.4 
                            1                             1 

adjC.pvals (adjusted) at n = 1 
          tin_6.8 vs class |            bin_6.8 vs class |           bin_8.10 vs class |          bin_10.12 vs class |            twi_2.4 vs class |  
                 6.583041e-01                  7.853209e-02                  4.722477e-02                  8.024889e-01                  1.925728e-01 
          twi_4.6 vs class |            bap_6.8 vs class |     tin_2.4 vs class | twi_4.6    tin_4.6 vs class | twi_4.6  tin_6.8 vs class | bin_10.12 
                 2.570255e-01                  7.499822e-02                  2.749473e-02                  1.503600e-03                  9.257809e-02 
   tin_6.8 vs class | twi_2.4    tin_6.8 vs class | twi_4.6    bin_6.8 vs class | tin_6.8   bin_6.8 vs class | bin_8.10  bin_6.8 vs class | bin_10.12 
                 6.094453e-02                  5.678099e-03                  4.303988e-03                  7.853209e-02                  3.490811e-04 
   bin_6.8 vs class | twi_2.4    bin_6.8 vs class | twi_4.6    bin_6.8 vs class | bap_6.8   bin_8.10 vs class | tin_6.8   bin_8.10 vs class | bin_6.8 
                 1.033434e-03                  3.251431e-05                  1.026227e-03                  1.471933e-04                  4.722477e-02 
bin_8.10 vs class | bin_10.12   bin_8.10 vs class | twi_2.4   bin_8.10 vs class | twi_4.6   bin_8.10 vs class | bap_6.8  bin_10.12 vs class | tin_6.8 
                 5.014271e-03                  5.450031e-07                  1.756035e-04                  2.140416e-04                  1.641705e-02 
 bin_10.12 vs class | bin_6.8  bin_10.12 vs class | twi_2.4  bin_10.12 vs class | twi_4.6  bin_10.12 vs class | bap_6.8   twi_2.4 vs class | bin_8.10 
                 2.853942e-02                  1.521610e-05                  3.918019e-02                  1.779882e-02                  8.578128e-02 
 twi_2.4 vs class | bin_10.12    twi_4.6 vs class | tin_6.8    twi_4.6 vs class | bin_6.8    twi_4.6 vs class | bap_6.8    twi_6.8 vs class | tin_6.8 
                 3.629081e-02                  3.858962e-02                  8.295870e-02                  4.076164e-02                  4.935055e-02 
   twi_6.8 vs class | twi_2.4    twi_6.8 vs class | bap_6.8    bap_6.8 vs class | tin_6.8    bap_6.8 vs class | bin_6.8   bap_6.8 vs class | bin_8.10 
                 8.843577e-02                  9.229387e-02                  7.499822e-02                  4.143195e-02                  4.191637e-02 
 bap_6.8 vs class | bin_10.12    bap_6.8 vs class | twi_2.4    bap_6.8 vs class | twi_4.6   mef2_4.6 vs class | tin_6.8   mef2_4.6 vs class | bap_6.8 
                 9.201558e-03                  5.470882e-03                  5.107215e-05                  9.117750e-03                  6.710132e-03 
 mef2_8.10 vs class | twi_2.4 mef2_10.12 vs class | twi_2.4 
                 8.016834e-02                  5.000365e-02 

adjC.delete
  tin_6.8 vs class |  bin_10.12 vs class |    twi_2.4 vs class |    twi_4.6 vs class |  
                    1                     4                     5                     6 

delete.inx
[1] 3 6 7 8

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451



ciTests.adjC.removed
$`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=0.02422505

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6301867

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2071186

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06094453

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6583041


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.003621122

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8024889

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882


$`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=0.01631515

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1925728

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1390572

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1917933


$`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=0.02102258

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03858962

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1974587

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.165933

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164


$`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=0.02749473


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0015036


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809


$`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=0.06094453


$`tin_6.8 vs class | twi_4.6`
$`tin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099


$`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=0.004303988


$`bin_6.8 vs class | bin_10.12`
$`bin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811


$`bin_6.8 vs class | twi_2.4`
$`bin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05


$`bin_8.10 vs class | tin_6.8`
$`bin_8.10 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933


$`bin_8.10 vs class | bin_10.12`
$`bin_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271


$`bin_8.10 vs class | twi_2.4`
$`bin_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035


$`bin_10.12 vs class | tin_6.8`
$`bin_10.12 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081


$`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=0.03858962


$`twi_6.8 vs class | tin_6.8`
$`twi_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.04935055


$`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=0.08843577


$`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=0.07499822


$`bap_6.8 vs class | bin_10.12`
$`bap_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558


$`bap_6.8 vs class | twi_2.4`
$`bap_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882


$`bap_6.8 vs class | twi_4.6`
$`bap_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05


$`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=0.00911775


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08016834


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05000365



Variables left after iteration 1 : bin_6.8, bin_8.10, bap_6.8, bin_10.12, twi_2.4, twi_4.6, twi_6.8, mef2_4.6 

adjC
[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831

[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882

[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

[[11]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

[[12]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164

[[13]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.09229387

[[14]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

[[15]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

[[16]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.006710132

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

Conditioning on sets of 2 variable(s) from bin_6.8, bin_8.10, bap_6.8, bin_10.12, twi_2.4, twi_4.6, twi_6.8, mef2_4.6 

adjC at n = 2 
[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831

[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882

[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

[[11]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

[[12]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164

[[13]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.09229387

[[14]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

[[15]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

[[16]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.006710132


ciTests.adjC at n = 2 
$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004303988

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.0004061615

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058

$`bin_6.8 vs class | `[[11]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.002475995

$`bin_6.8 vs class | `[[12]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004090704

$`bin_6.8 vs class | `[[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01687203


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.07557343

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.07220764

$`bin_8.10 vs class | `[[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198

$`bin_8.10 vs class | `[[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.008450938

$`bin_8.10 vs class | `[[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004161321

$`bin_8.10 vs class | `[[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.001566493


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.07499822

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05

$`bap_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

$`bap_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.02983196

$`bap_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038

$`bap_6.8 vs class | `[[11]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.01284186


$`bin_6.8 vs class | bin_8.10`
$`bin_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

$`bin_6.8 vs class | bin_8.10`[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

$`bin_6.8 vs class | bin_8.10`[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058


$`bin_6.8 vs class | bap_6.8`
$`bin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

$`bin_6.8 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

$`bin_6.8 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.0004061615

$`bin_6.8 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.002475995

$`bin_6.8 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004090704

$`bin_6.8 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01687203


$`bin_8.10 vs class | bin_6.8`
$`bin_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

$`bin_8.10 vs class | bin_6.8`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.07557343

$`bin_8.10 vs class | bin_6.8`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199

$`bin_8.10 vs class | bin_6.8`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198


$`bin_8.10 vs class | bap_6.8`
$`bin_8.10 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

$`bin_8.10 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.07557343

$`bin_8.10 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.07220764

$`bin_8.10 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.008450938

$`bin_8.10 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004161321

$`bin_8.10 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.001566493


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

$`bin_10.12 vs class | bin_6.8`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

$`bin_10.12 vs class | bin_6.8`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.00844907

$`bin_10.12 vs class | bin_6.8`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.2700607


$`bin_10.12 vs class | bap_6.8`
$`bin_10.12 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882

$`bin_10.12 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.00844907

$`bin_10.12 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.7804667

$`bin_10.12 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.181552

$`bin_10.12 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.08762123

$`bin_10.12 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01179708


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

$`twi_2.4 vs class | bin_8.10`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

$`twi_2.4 vs class | bin_8.10`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

$`twi_4.6 vs class | bin_6.8`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

$`twi_4.6 vs class | bin_6.8`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.1950196

$`twi_4.6 vs class | bin_6.8`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3087216


$`twi_4.6 vs class | bap_6.8`
$`twi_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164

$`twi_4.6 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.1950196

$`twi_4.6 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.2630494

$`twi_4.6 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.2383066

$`twi_4.6 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.4749171

$`twi_4.6 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.5540468


$`twi_6.8 vs class | bap_6.8`
$`twi_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.09229387

$`twi_6.8 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.2621429

$`twi_6.8 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.3704473

$`twi_6.8 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.3055481

$`twi_6.8 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.3377725

$`twi_6.8 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.3052124


$`bap_6.8 vs class | bin_6.8`
$`bap_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

$`bap_6.8 vs class | bin_6.8`[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

$`bap_6.8 vs class | bin_6.8`[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.02983196

$`bap_6.8 vs class | bin_6.8`[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.01284186


$`bap_6.8 vs class | bin_8.10`
$`bap_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

$`bap_6.8 vs class | bin_8.10`[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

$`bap_6.8 vs class | bin_8.10`[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038


$`mef2_4.6 vs class | bap_6.8`
$`mef2_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.006710132

$`mef2_4.6 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.05402662

$`mef2_4.6 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.0209098

$`mef2_4.6 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.01293418

$`mef2_4.6 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.2287753

$`mef2_4.6 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.0823296



adjC.pvals at n = 2 
         bin_6.8 vs class |          bin_8.10 vs class |           bap_6.8 vs class |   bin_6.8 vs class | bin_8.10   bin_6.8 vs class | bap_6.8 
                  0.44810583                   0.47819799                   0.10227310                   0.44810583                   0.14252503 
 bin_8.10 vs class | bin_6.8  bin_8.10 vs class | bap_6.8 bin_10.12 vs class | bin_6.8 bin_10.12 vs class | bap_6.8  twi_2.4 vs class | bin_8.10 
                  0.47819799                   0.07557343                   0.37780065                   0.78046672                   0.51002779 
  twi_4.6 vs class | bin_6.8   twi_4.6 vs class | bap_6.8   twi_6.8 vs class | bap_6.8   bap_6.8 vs class | bin_6.8  bap_6.8 vs class | bin_8.10 
                  0.60227847                   0.55404675                   0.37044733                   0.10227310                   0.10227310 
 mef2_4.6 vs class | bap_6.8 
                  0.22877529 

adjC.pvals.inx at n = 2 
         bin_6.8 vs class |          bin_8.10 vs class |           bap_6.8 vs class |   bin_6.8 vs class | bin_8.10   bin_6.8 vs class | bap_6.8 
                          10                           11                            8                            3                            2 
 bin_8.10 vs class | bin_6.8  bin_8.10 vs class | bap_6.8 bin_10.12 vs class | bin_6.8 bin_10.12 vs class | bap_6.8  twi_2.4 vs class | bin_8.10 
                           4                            2                            2                            3                            2 
  twi_4.6 vs class | bin_6.8   twi_4.6 vs class | bap_6.8   twi_6.8 vs class | bap_6.8   bap_6.8 vs class | bin_6.8  bap_6.8 vs class | bin_8.10 
                           2                            6                            3                            2                            2 
 mef2_4.6 vs class | bap_6.8 
                           5 

adjC.pvals (adjusted) at n = 2 
         bin_6.8 vs class |          bin_8.10 vs class |           bap_6.8 vs class |   bin_6.8 vs class | bin_8.10   bin_6.8 vs class | bap_6.8 
                  0.44810583                   0.47819799                   0.10227310                   0.44810583                   0.14252503 
 bin_8.10 vs class | bin_6.8  bin_8.10 vs class | bap_6.8 bin_10.12 vs class | bin_6.8 bin_10.12 vs class | bap_6.8  twi_2.4 vs class | bin_8.10 
                  0.47819799                   0.07557343                   0.37780065                   0.78046672                   0.51002779 
  twi_4.6 vs class | bin_6.8   twi_4.6 vs class | bap_6.8   twi_6.8 vs class | bap_6.8   bap_6.8 vs class | bin_6.8  bap_6.8 vs class | bin_8.10 
                  0.60227847                   0.55404675                   0.37044733                   0.10227310                   0.10227310 
 mef2_4.6 vs class | bap_6.8 
                  0.22877529 

adjC.delete
         bin_6.8 vs class |          bin_8.10 vs class |           bap_6.8 vs class |   bin_6.8 vs class | bin_8.10   bin_6.8 vs class | bap_6.8 
                           1                            2                            3                            4                            5 
 bin_8.10 vs class | bin_6.8 bin_10.12 vs class | bin_6.8 bin_10.12 vs class | bap_6.8  twi_2.4 vs class | bin_8.10   twi_4.6 vs class | bin_6.8 
                           6                            8                            9                           10                           11 
  twi_4.6 vs class | bap_6.8   twi_6.8 vs class | bap_6.8   bap_6.8 vs class | bin_6.8  bap_6.8 vs class | bin_8.10  mef2_4.6 vs class | bap_6.8 
                          12                           13                           14                           15                           16 

delete.inx
[1]  4  5 10

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

[[3]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

[[4]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

[[6]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

[[8]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574

[[9]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

[[10]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

[[11]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3087216

[[12]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.2700607


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.2383066

[[13]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.181552


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.3377725

[[14]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.4749171


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[15]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[16]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[17]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[18]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[19]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[20]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[21]]
[[21]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038

[[21]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574


[[22]]
[[22]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.2287753

[[22]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.5540468



ciTests.adjC.removed
$`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=0.02422505

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6301867

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2071186

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06094453

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6583041


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.003621122

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8024889

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882


$`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=0.01631515

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1925728

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1390572

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1917933


$`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=0.02102258

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03858962

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1974587

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.165933

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164


$`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=0.02749473


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0015036


$`tin_6.8 vs class | bin_10.12`
$`tin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809


$`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=0.06094453


$`tin_6.8 vs class | twi_4.6`
$`tin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099


$`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=0.004303988


$`bin_6.8 vs class | bin_10.12`
$`bin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811


$`bin_6.8 vs class | twi_2.4`
$`bin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05


$`bin_8.10 vs class | tin_6.8`
$`bin_8.10 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933


$`bin_8.10 vs class | bin_10.12`
$`bin_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271


$`bin_8.10 vs class | twi_2.4`
$`bin_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035


$`bin_10.12 vs class | tin_6.8`
$`bin_10.12 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05


$`bin_10.12 vs class | twi_4.6`
$`bin_10.12 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081


$`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=0.03858962


$`twi_6.8 vs class | tin_6.8`
$`twi_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.04935055


$`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=0.08843577


$`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=0.07499822


$`bap_6.8 vs class | bin_10.12`
$`bap_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558


$`bap_6.8 vs class | twi_2.4`
$`bap_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882


$`bap_6.8 vs class | twi_4.6`
$`bap_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05


$`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=0.00911775


$`mef2_8.10 vs class | twi_2.4`
$`mef2_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08016834


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.05000365


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004303988

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.0004061615

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058

$`bin_6.8 vs class | `[[11]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.002475995

$`bin_6.8 vs class | `[[12]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004090704

$`bin_6.8 vs class | `[[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01687203


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.07557343

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.07220764

$`bin_8.10 vs class | `[[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198

$`bin_8.10 vs class | `[[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.008450938

$`bin_8.10 vs class | `[[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004161321

$`bin_8.10 vs class | `[[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.001566493


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.07499822

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05

$`bap_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

$`bap_6.8 vs class | `[[9]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.02983196

$`bap_6.8 vs class | `[[10]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038

$`bap_6.8 vs class | `[[11]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.01284186


$`bin_6.8 vs class | bin_8.10`
$`bin_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

$`bin_6.8 vs class | bin_8.10`[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

$`bin_6.8 vs class | bin_8.10`[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058


$`bin_6.8 vs class | bap_6.8`
$`bin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

$`bin_6.8 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

$`bin_6.8 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.0004061615

$`bin_6.8 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.002475995

$`bin_6.8 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004090704

$`bin_6.8 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01687203


$`bin_8.10 vs class | bin_6.8`
$`bin_8.10 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

$`bin_8.10 vs class | bin_6.8`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.07557343

$`bin_8.10 vs class | bin_6.8`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199

$`bin_8.10 vs class | bin_6.8`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198


$`bin_8.10 vs class | bap_6.8`
$`bin_8.10 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

$`bin_8.10 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.07557343

$`bin_8.10 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.07220764

$`bin_8.10 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.008450938

$`bin_8.10 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004161321

$`bin_8.10 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.001566493


$`bin_10.12 vs class | bin_6.8`
$`bin_10.12 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

$`bin_10.12 vs class | bin_6.8`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

$`bin_10.12 vs class | bin_6.8`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.00844907

$`bin_10.12 vs class | bin_6.8`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.2700607


$`bin_10.12 vs class | bap_6.8`
$`bin_10.12 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882

$`bin_10.12 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.00844907

$`bin_10.12 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.7804667

$`bin_10.12 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.181552

$`bin_10.12 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.08762123

$`bin_10.12 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01179708


$`twi_2.4 vs class | bin_8.10`
$`twi_2.4 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

$`twi_2.4 vs class | bin_8.10`[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

$`twi_2.4 vs class | bin_8.10`[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

$`twi_4.6 vs class | bin_6.8`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

$`twi_4.6 vs class | bin_6.8`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.1950196

$`twi_4.6 vs class | bin_6.8`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3087216


$`twi_4.6 vs class | bap_6.8`
$`twi_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164

$`twi_4.6 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.1950196

$`twi_4.6 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.2630494

$`twi_4.6 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.2383066

$`twi_4.6 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.4749171

$`twi_4.6 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.5540468


$`twi_6.8 vs class | bap_6.8`
$`twi_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.09229387

$`twi_6.8 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.2621429

$`twi_6.8 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.3704473

$`twi_6.8 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.3055481

$`twi_6.8 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.3377725

$`twi_6.8 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.3052124


$`bap_6.8 vs class | bin_6.8`
$`bap_6.8 vs class | bin_6.8`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

$`bap_6.8 vs class | bin_6.8`[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

$`bap_6.8 vs class | bin_6.8`[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.02983196

$`bap_6.8 vs class | bin_6.8`[[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.01284186


$`bap_6.8 vs class | bin_8.10`
$`bap_6.8 vs class | bin_8.10`[[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

$`bap_6.8 vs class | bin_8.10`[[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

$`bap_6.8 vs class | bin_8.10`[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038


$`mef2_4.6 vs class | bap_6.8`
$`mef2_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.006710132

$`mef2_4.6 vs class | bap_6.8`[[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.05402662

$`mef2_4.6 vs class | bap_6.8`[[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.0209098

$`mef2_4.6 vs class | bap_6.8`[[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.01293418

$`mef2_4.6 vs class | bap_6.8`[[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.2287753

$`mef2_4.6 vs class | bap_6.8`[[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.0823296



Variables left after iteration 2 :  

adjC
list()
======================================

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.7609918


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.370681


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.02422505

[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6301867

[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2071186

[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809

[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06094453

[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099

[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6583041


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004303988

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811

[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434

[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

[[4]][[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.0004061615

[[4]][[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058

[[4]][[11]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.002475995

[[4]][[12]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004090704

[[4]][[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01687203


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933

[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271

[[5]][[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07

[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.07557343

[[5]][[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199

[[5]][[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.07220764

[[5]][[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198

[[5]][[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.008450938

[[5]][[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004161321

[[5]][[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.001566493


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.003621122

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705

[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8024889

[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05

[[6]][[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019

[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.00844907

[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.2700607

[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.7804667

[[6]][[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.181552

[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.08762123

[[6]][[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01179708


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01631515

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1925728

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1390572

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451

[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1917933

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02102258

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03858962

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1974587

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.165933

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164

[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.1950196

[[8]][[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3087216

[[8]][[11]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.2630494

[[8]][[12]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.2383066

[[8]][[13]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.4749171

[[8]][[14]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.5540468


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.3658689

[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.2621429

[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.3704473

[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.3055481

[[9]][[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.3377725

[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.3052124


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831

[[10]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.07499822

[[10]][[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

[[10]][[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

[[10]][[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558

[[10]][[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882

[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05

[[10]][[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[10]][[9]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.02983196

[[10]][[10]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038

[[10]][[11]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.01284186


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.720128


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.5064622

[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.05402662

[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.0209098

[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.01293418

[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.2287753

[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.0823296


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.424751


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.5324881


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.3210145



adjC.uncond

NULL

adjC.filtered

list()

adjC.before.filtering

list()

jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

[[3]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

[[4]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

[[6]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

[[8]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574

[[9]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

[[10]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

[[11]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3087216

[[12]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.2700607


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.2383066

[[13]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.181552


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.3377725

[[14]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.4749171


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[15]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[16]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[17]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[18]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[19]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[20]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[21]]
[[21]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038

[[21]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574


[[22]]
[[22]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.2287753

[[22]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.5540468



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

[[1]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[2]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

[[3]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

[[4]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

[[6]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

[[7]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

[[8]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574

[[9]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

[[10]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

[[11]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3087216

[[12]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.2700607


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.2383066

[[13]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.181552


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.3377725

[[14]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.4749171


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[15]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[16]]
[[16]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[16]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[17]]
[[17]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[17]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[18]]
[[18]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[18]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[19]]
[[19]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[19]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[20]]
[[20]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

[[20]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525


[[21]]
[[21]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038

[[21]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574


[[22]]
[[22]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.2287753

[[22]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.5540468



adjC
list()

removed.ids
 [1] "tin_6.8 vs class | "           "bin_10.12 vs class | "         "twi_2.4 vs class | "           "twi_4.6 vs class | "          
 [5] "tin_2.4 vs class | twi_4.6"    "tin_4.6 vs class | twi_4.6"    "tin_6.8 vs class | bin_10.12"  "tin_6.8 vs class | twi_2.4"   
 [9] "tin_6.8 vs class | twi_4.6"    "bin_6.8 vs class | tin_6.8"    "bin_6.8 vs class | bin_10.12"  "bin_6.8 vs class | twi_2.4"   
[13] "bin_6.8 vs class | twi_4.6"    "bin_8.10 vs class | tin_6.8"   "bin_8.10 vs class | bin_10.12" "bin_8.10 vs class | twi_2.4"  
[17] "bin_8.10 vs class | twi_4.6"   "bin_10.12 vs class | tin_6.8"  "bin_10.12 vs class | twi_2.4"  "bin_10.12 vs class | twi_4.6" 
[21] "twi_2.4 vs class | bin_10.12"  "twi_4.6 vs class | tin_6.8"    "twi_6.8 vs class | tin_6.8"    "twi_6.8 vs class | twi_2.4"   
[25] "bap_6.8 vs class | tin_6.8"    "bap_6.8 vs class | bin_10.12"  "bap_6.8 vs class | twi_2.4"    "bap_6.8 vs class | twi_4.6"   
[29] "mef2_4.6 vs class | tin_6.8"   "mef2_8.10 vs class | twi_2.4"  "mef2_10.12 vs class | twi_2.4" "bin_6.8 vs class | "          
[33] "bin_8.10 vs class | "          "bap_6.8 vs class | "           "bin_6.8 vs class | bin_8.10"   "bin_6.8 vs class | bap_6.8"   
[37] "bin_8.10 vs class | bin_6.8"   "bin_8.10 vs class | bap_6.8"   "bin_10.12 vs class | bin_6.8"  "bin_10.12 vs class | bap_6.8" 
[41] "twi_2.4 vs class | bin_8.10"   "twi_4.6 vs class | bin_6.8"    "twi_4.6 vs class | bap_6.8"    "twi_6.8 vs class | bap_6.8"   
[45] "bap_6.8 vs class | bin_6.8"    "bap_6.8 vs class | bin_8.10"   "mef2_4.6 vs class | bap_6.8"  

direct.nodes
NULL

indirect.nodes
[[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.02422505

[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.003621122

[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01631515

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02102258


joint.nodes
[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

[[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831


conditional.nodes
NULL

direct.inx
NULL

indirect.inx
  tin_6.8 bin_10.12   twi_2.4   twi_4.6 
        3         6         7         8 

joint.inx
 bin_6.8 bin_8.10  bap_6.8 
       4        5       10 

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$tin_4.6
NULL

$tin_6.8
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6583041

$bin_6.8
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058

$bin_8.10
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198

$bin_10.12
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8024889

$twi_2.4
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1917933

$twi_4.6
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1974587

$twi_6.8
NULL

$bap_6.8
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
NULL

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
 [1] "twi_4.6 vs class | twi_2.4"            "twi_2.4 vs class | twi_4.6"            "bap_6.8 vs class | bin_6.8,bin_8.10"  
 [4] "bin_6.8 vs class | bin_8.10,bap_6.8"   "bin_6.8 vs class | bin_8.10,bap_6.8"   "bap_6.8 vs class | bin_6.8,bin_8.10"  
 [7] "bin_6.8 vs class | bin_8.10,bap_6.8"   "bap_6.8 vs class | bin_6.8,bin_8.10"   "bin_10.12 vs class | bin_8.10,bin_6.8"
[10] "bin_8.10 vs class | bin_10.12,bin_6.8" "bin_10.12 vs class | bin_8.10,bin_6.8" "bin_8.10 vs class | bin_10.12,bin_6.8"
[13] "twi_2.4 vs class | bin_6.8,bin_8.10"   "bin_6.8 vs class | twi_2.4,bin_8.10"   "twi_2.4 vs class | bin_6.8,bin_8.10"  
[16] "bin_6.8 vs class | twi_2.4,bin_8.10"   "twi_2.4 vs class | bap_6.8,bin_8.10"   "bap_6.8 vs class | twi_2.4,bin_8.10"  
[19] "twi_4.6 vs class | bin_8.10,bin_6.8"   "bin_8.10 vs class | twi_4.6,bin_6.8"   "twi_4.6 vs class | bin_8.10,bin_6.8"  
[22] "bin_8.10 vs class | twi_4.6,bin_6.8"   "twi_4.6 vs class | bin_10.12,bin_6.8"  "bin_10.12 vs class | twi_4.6,bin_6.8" 
[25] "twi_4.6 vs class | bin_10.12,bap_6.8"  "bin_10.12 vs class | twi_4.6,bap_6.8"  "twi_6.8 vs class | twi_4.6,bap_6.8"   
[28] "twi_4.6 vs class | twi_6.8,bap_6.8"    "bap_6.8 vs class | bin_6.8,bin_8.10"   "bin_6.8 vs class | bin_8.10,bap_6.8"  
[31] "bap_6.8 vs class | bin_6.8,bin_8.10"   "bin_6.8 vs class | bin_8.10,bap_6.8"   "bap_6.8 vs class | bin_6.8,bin_8.10"  
[34] "bin_6.8 vs class | bin_8.10,bap_6.8"   "bap_6.8 vs class | bin_6.8,bin_8.10"   "bin_6.8 vs class | bin_8.10,bap_6.8"  
[37] "bap_6.8 vs class | bin_6.8,bin_8.10"   "bin_6.8 vs class | bin_8.10,bap_6.8"   "bap_6.8 vs class | bin_6.8,bin_8.10"  
[40] "bin_6.8 vs class | bin_8.10,bap_6.8"   "bap_6.8 vs class | twi_2.4,bin_8.10"   "twi_2.4 vs class | bap_6.8,bin_8.10"  
[43] "mef2_4.6 vs class | twi_4.6,bap_6.8"   "twi_4.6 vs class | mef2_4.6,bap_6.8"  

edges
[[1]]
EDGE bap_6.8[10] -> tin_6.8[3] based on 1 test(s)

[[2]]
EDGE bin_8.10[5] -> bin_10.12[6] based on 1 test(s)

[[3]]
EDGE bap_6.8[10] -> twi_2.4[7] based on 1 test(s)

[[4]]
EDGE bin_8.10[5] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE bap_6.8[10] <-> bin_6.8[4] based on 2 test(s)

[[6]]
EDGE twi_2.4[7] <-> bin_6.8[4] based on 2 test(s)

[[7]]
EDGE bin_6.8[4] - bin_8.10[5] based on 2 test(s)

[[8]]
EDGE bin_8.10[5] - bap_6.8[10] based on 2 test(s)


stats
$setE.pvals
     tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4 
7.609918e-01 3.706810e-01 2.422505e-02 4.851217e-05 4.797347e-06 3.621122e-03 1.631515e-02 2.102258e-02 3.658689e-01 1.653831e-03 7.201280e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
5.064622e-01 4.247510e-01 5.324881e-01 3.210145e-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 
 0.1996723  0.4627068  1.1243842  1.9517448  2.6147098  1.8211607 -1.7776076 -2.4441838 -0.6416299  1.6147098 -0.5007674 -0.4002405 -0.5729172 
 mef2_8.10 mef2_10.12 
-0.5816874 -1.2921808 

$setE.selected
  tin_6.8   bin_6.8  bin_8.10 bin_10.12   twi_2.4   twi_4.6   bap_6.8 
        3         4         5         6         7         8        10 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.7609918


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.370681


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.02422505

$ciTests[[3]][[2]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6301867

$ciTests[[3]][[3]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2071186

$ciTests[[3]][[4]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.09257809

$ciTests[[3]][[5]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.06094453

$ciTests[[3]][[6]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.005678099

$ciTests[[3]][[7]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6583041


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=4.851217e-05

$ciTests[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.004303988

$ciTests[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.07853209

$ciTests[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0003490811

$ciTests[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001033434

$ciTests[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.251431e-05

$ciTests[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.001026227

$ciTests[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.142525

$ciTests[[4]][[9]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.0004061615

$ciTests[[4]][[10]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.4481058

$ciTests[[4]][[11]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.002475995

$ciTests[[4]][[12]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004090704

$ciTests[[4]][[13]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01687203


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=4.797347e-06

$ciTests[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.0001471933

$ciTests[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04722477

$ciTests[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.005014271

$ciTests[[5]][[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.450031e-07

$ciTests[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0001756035

$ciTests[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.0002140416

$ciTests[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.07557343

$ciTests[[5]][[9]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3122199

$ciTests[[5]][[10]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.07220764

$ciTests[[5]][[11]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.478198

$ciTests[[5]][[12]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.008450938

$ciTests[[5]][[13]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.004161321

$ciTests[[5]][[14]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.001566493


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.003621122

$ciTests[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01641705

$ciTests[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02853942

$ciTests[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8024889

$ciTests[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=1.52161e-05

$ciTests[[6]][[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.03918019

$ciTests[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01779882

$ciTests[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.3778006

$ciTests[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.00844907

$ciTests[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.2700607

$ciTests[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.7804667

$ciTests[[6]][[12]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.181552

$ciTests[[6]][[13]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.08762123

$ciTests[[6]][[14]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.01179708


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01631515

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1925728

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1390572

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.08578128

$ciTests[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03629081

$ciTests[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1798451

$ciTests[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1917933

$ciTests[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.5100278

$ciTests[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bap_6.8,bin_8.10[10,5], reliable=TRUE, p.value=0.3439574


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.02102258

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.03858962

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0829587

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1974587

$ciTests[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.165933

$ciTests[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2570255

$ciTests[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.04076164

$ciTests[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bin_6.8[5,4], reliable=TRUE, p.value=0.6022785

$ciTests[[8]][[9]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bap_6.8,bin_6.8[10,4], reliable=TRUE, p.value=0.1950196

$ciTests[[8]][[10]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.3087216

$ciTests[[8]][[11]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.2630494

$ciTests[[8]][[12]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.2383066

$ciTests[[8]][[13]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.4749171

$ciTests[[8]][[14]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.5540468


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.3658689

$ciTests[[9]][[2]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.2621429

$ciTests[[9]][[3]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.3704473

$ciTests[[9]][[4]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.3055481

$ciTests[[9]][[5]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.3377725

$ciTests[[9]][[6]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=mef2_4.6,bap_6.8[12,10], reliable=TRUE, p.value=0.3052124


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.001653831

$ciTests[[10]][[2]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.07499822

$ciTests[[10]][[3]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04143195

$ciTests[[10]][[4]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.04191637

$ciTests[[10]][[5]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.009201558

$ciTests[[10]][[6]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005470882

$ciTests[[10]][[7]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=5.107215e-05

$ciTests[[10]][[8]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_6.8,bin_8.10[4,5], reliable=TRUE, p.value=0.1022731

$ciTests[[10]][[9]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=bin_10.12,bin_6.8[6,4], reliable=TRUE, p.value=0.02983196

$ciTests[[10]][[10]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_2.4,bin_8.10[7,5], reliable=TRUE, p.value=0.100038

$ciTests[[10]][[11]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=twi_4.6,bin_6.8[8,4], reliable=TRUE, p.value=0.01284186


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.720128


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.5064622

$ciTests[[12]][[2]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_6.8,bap_6.8[4,10], reliable=TRUE, p.value=0.05402662

$ciTests[[12]][[3]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_8.10,bap_6.8[5,10], reliable=TRUE, p.value=0.0209098

$ciTests[[12]][[4]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=bin_10.12,bap_6.8[6,10], reliable=TRUE, p.value=0.01293418

$ciTests[[12]][[5]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_4.6,bap_6.8[8,10], reliable=TRUE, p.value=0.2287753

$ciTests[[12]][[6]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=twi_6.8,bap_6.8[9,10], reliable=TRUE, p.value=0.0823296


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.424751


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.5324881


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.3210145



$final.calls
         name          type       explained.by explained.pval conditional.type conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4 no dependence                                NA                                                                         7.609918e-01
2     tin_4.6 no dependence                                NA                                                                         3.706810e-01
3     tin_6.8 weak indirect            bap_6.8      0.6583041                                                                         2.422505e-02
4     bin_6.8         joint  bin_8.10, bap_6.8      0.1425250                                                                         4.851217e-05
5    bin_8.10         joint bin_10.12, bin_6.8      0.3122199                                                                         4.797347e-06
6   bin_10.12 weak indirect           bin_8.10      0.8024889                                                                         3.621122e-03
7     twi_2.4 weak indirect            bap_6.8      0.1917933                                                                         1.631515e-02
8     twi_4.6 weak indirect           bin_8.10      0.1974587                                                                         2.102258e-02
9     twi_6.8 no dependence                                NA                                                                         3.658689e-01
10    bap_6.8         joint  bin_6.8, bin_8.10      0.1022731                                                                         1.653831e-03
11   mef2_2.4 no dependence                                NA                                                                         7.201280e-01
12   mef2_4.6 no dependence                                NA                                                                         5.064622e-01
13   mef2_6.8 no dependence                                NA                                                                         4.247510e-01
14  mef2_8.10 no dependence                                NA                                                                         5.324881e-01
15 mef2_10.12 no dependence                                NA                                                                         3.210145e-01
       log2FC
1   0.1996723
2   0.4627068
3   1.1243842
4   1.9517448
5   2.6147098
6   1.8211607
7  -1.7776076
8  -2.4441838
9  -0.6416299
10  1.6147098
11 -0.5007674
12 -0.4002405
13 -0.5729172
14 -0.5816874
15 -1.2921808

