setE.pvals
     tin_2.4      tin_4.6      tin_6.8      bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6      twi_6.8      bap_6.8     mef2_2.4 
0.7031989752 0.3520964001 0.0345167513 0.0005420886 0.0004145264 0.0135478039 0.0165514158 0.0172271300 0.4145694525 0.0055307127 0.7769814858 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
0.5676072714 0.4794555793 0.5885109046 0.3338481472 

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 3.425028e-07 5.256868e-02 2.582777e-01 0.1650125003 9.028626e-06      NA 6.930409e-15       NA       NA       NA
bin_6.8         NA      NA      NA           NA 1.571329e-12 1.630990e-09 0.0040931555 8.806549e-02      NA 8.617435e-08       NA       NA       NA
bin_8.10        NA      NA      NA           NA           NA 9.312666e-12 0.0025488840 9.168885e-02      NA 1.301072e-03       NA       NA       NA
bin_10.12       NA      NA      NA           NA           NA           NA 0.0001042056 4.230128e-02      NA 4.383907e-02       NA       NA       NA
twi_2.4         NA      NA      NA           NA           NA           NA           NA 3.957062e-07      NA 2.060385e-01       NA       NA       NA
twi_4.6         NA      NA      NA           NA           NA           NA           NA           NA      NA 3.443138e-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 1.335933e-05 3.526100e-01 6.472308e-01 0.3410069426 7.482195e-06      NA 4.157995e-13       NA       NA       NA
bin_6.8         NA      NA      NA           NA 8.609025e-10 3.580710e-08 0.0353612032 6.380823e-02      NA 3.114696e-06       NA       NA       NA
bin_8.10        NA      NA      NA           NA           NA 1.377783e-09 0.0118714616 4.636595e-01      NA 2.451512e-02       NA       NA       NA
bin_10.12       NA      NA      NA           NA           NA           NA 0.0002055312 2.193301e-01      NA 1.951661e-01       NA       NA       NA
twi_2.4         NA      NA      NA           NA           NA           NA           NA 4.235189e-06      NA 4.043836e-01       NA       NA       NA
twi_4.6         NA      NA      NA           NA           NA           NA           NA           NA      NA 9.783962e-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 5.815592e-25 3.496744e-08 2.495140e-01 2.668629e-01 2.179711e-01 0.0004377607 2.983933e-15 6.294350e-06 7.119548e-05 3.057117e-04
tin_4.6         NA           NA 2.297761e-11 4.439893e-03 8.217102e-01 1.415399e-01 0.0001071477 3.270998e-18 2.243874e-15 7.052153e-08 1.545545e-07
tin_6.8         NA           NA           NA 3.425028e-07 5.256868e-02 2.582777e-01 0.1650125003 9.028626e-06 2.327442e-08 6.930409e-15 5.543854e-06
bin_6.8         NA           NA           NA           NA 1.571329e-12 1.630990e-09 0.0040931555 8.806549e-02 9.103765e-02 8.617435e-08 9.866042e-03
bin_8.10        NA           NA           NA           NA           NA 9.312666e-12 0.0025488840 9.168885e-02 8.968718e-01 1.301072e-03 9.918559e-01
bin_10.12       NA           NA           NA           NA           NA           NA 0.0001042056 4.230128e-02 9.064001e-01 4.383907e-02 6.908275e-01
twi_2.4         NA           NA           NA           NA           NA           NA           NA 3.957062e-07 4.013702e-02 2.060385e-01 6.081660e-03
twi_4.6         NA           NA           NA           NA           NA           NA           NA           NA 3.184091e-13 3.443138e-03 1.524946e-04
twi_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA 9.810302e-04 1.031011e-04
bap_6.8         NA           NA           NA           NA           NA           NA           NA           NA           NA           NA 8.992142e-04
mef2_2.4        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_4.6        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_6.8        NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_8.10       NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
mef2_10.12      NA           NA           NA           NA           NA           NA           NA           NA           NA           NA           NA
               mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    2.616567e-13 2.391350e-04 9.241767e-01 1.249623e-01
tin_4.6    2.819346e-19 1.030426e-07 4.420584e-01 3.672816e-01
tin_6.8    8.406237e-10 3.822798e-09 2.344538e-03 1.028328e-01
bin_6.8    8.806549e-02 3.706018e-03 9.846175e-04 7.723458e-01
bin_8.10   9.168885e-02 7.840508e-01 6.064970e-02 7.392659e-01
bin_10.12  1.101014e-01 5.811904e-01 2.550489e-01 4.324185e-01
twi_2.4    1.473183e-02 6.452852e-01 1.392374e-02 4.093156e-03
twi_4.6    5.613823e-17 1.546044e-04 9.188314e-01 4.754486e-02
twi_6.8    4.302709e-14 5.622007e-13 1.513460e-02 7.281374e-01
bap_6.8    7.171982e-06 1.487301e-06 2.428328e-03 4.556218e-02
mef2_2.4   5.134379e-07 1.078552e-06 3.918919e-03 2.347613e-03
mef2_4.6             NA 1.050653e-14 4.840009e-05 1.667167e-01
mef2_6.8             NA           NA 2.478303e-10 3.706018e-03
mef2_8.10            NA           NA           NA 7.829188e-13
mef2_10.12           NA           NA           NA           NA

adjX.star.cond.p.vals
           tin_2.4 tin_4.6     tin_6.8    bin_6.8   bin_8.10   bin_10.12     twi_2.4      twi_4.6 twi_6.8     bap_6.8 mef2_2.4 mef2_4.6 mef2_6.8
tin_2.4         NA      NA 0.940292793 0.71210427 0.25575831 0.783828939 0.262153230 0.0559545318      NA 0.232945356       NA       NA       NA
tin_4.6         NA      NA 0.280064247 0.95733156 0.29024811 0.285955182 0.182650344 0.0067861687      NA 0.956932371       NA       NA       NA
tin_6.8         NA      NA          NA 0.62104170 0.24413620 0.128301158 0.084215325 0.0141723602      NA 0.661325396       NA       NA       NA
bin_6.8         NA      NA 0.013826735         NA 0.15436180 0.007090921 0.005046472 0.0005634427      NA 0.012642151       NA       NA       NA
bin_8.10        NA      NA 0.003842207 0.11297350         NA 0.032505228 0.001765963 0.0029076814      NA 0.007687835       NA       NA       NA
bin_10.12       NA      NA 0.050374457 0.12854987 0.80527018          NA 0.016735759 0.0663168658      NA 0.064644057       NA       NA       NA
twi_2.4         NA      NA 0.065104150 0.15272782 0.06968578 0.027329081          NA 0.2024729568      NA 0.056824416       NA       NA       NA
twi_4.6         NA      NA 0.010116040 0.01664936 0.11251180 0.109422765 0.274442416           NA      NA 0.004357712       NA       NA       NA
twi_6.8         NA      NA 0.051190780 0.22935433 0.65038194 0.700213122 0.088382664 0.5206654869      NA 0.008962882       NA       NA       NA
bap_6.8         NA      NA 0.126081227 0.10773577 0.09082011 0.030733214 0.015458338 0.0012563428      NA          NA       NA       NA       NA
mef2_2.4        NA      NA 0.123641871 0.64272822 0.36473269 0.230184220 0.317790873 0.8235014563      NA 0.164818469       NA       NA       NA
mef2_4.6        NA      NA 0.011950712 0.50999474 0.97315553 0.509846630 0.900536728 0.8300416285      NA 0.000583628       NA       NA       NA
mef2_6.8        NA      NA 0.241317575 0.18116158 0.42970687 0.788380009 0.362179731 0.8677824456      NA 0.207989587       NA       NA       NA
mef2_8.10       NA      NA 0.582653203 0.31459881 0.22659524 0.745114274 0.106552614 0.9144253564      NA 0.453986495       NA       NA       NA
mef2_10.12      NA      NA 0.291738180 0.41434211 0.28929457 0.267304731 0.021352013 0.5067310707      NA 0.186774561       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  8 12

[[4]]
NULL

[[5]]
NULL

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

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

[[8]]
[1]  2  3 10

[[9]]
NULL

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

[[11]]
NULL

[[12]]
NULL

[[13]]
NULL

[[14]]
NULL

[[15]]
NULL


condX.inx
[[1]]
NULL

[[2]]
[1] 8

[[3]]
[1] 8

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

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

[[6]]
[1] 7

[[7]]
[1] 6

[[8]]
[1]  3  4 10

[[9]]
[1] 10

[[10]]
[1] 6 7 8

[[11]]
NULL

[[12]]
[1]  3 10

[[13]]
NULL

[[14]]
NULL

[[15]]
[1] 7


setE.cond
   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_10.12 
         2          3          4          5          6          7          8          9         10         12         15 

onlySetE.cond
[1]  2  9 12 15

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

[[1]][[2]]
NULL

[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.9402928

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.7121043

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2557583

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7838289

[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2621532

[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05595453

[[1]][[9]]
NULL

[[1]][[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2329454

[[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 mi-sh 
  tin_4.6[2] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2800642

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.9573316

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2902481

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2859552

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1826503

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.006786169

[[2]][[9]]
NULL

[[2]][[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.9569324

[[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 mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6210417

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2441362

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1283012

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08421533

[[3]][[8]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.01417236

[[3]][[9]]
NULL

[[3]][[10]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6613254

[[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 mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01382674

[[4]][[4]]
NULL

[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618

[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.007090921

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005046472

[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005634427

[[4]][[9]]
NULL

[[4]][[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01264215

[[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 mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003842207

[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

[[5]][[5]]
NULL

[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03250523

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001765963

[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002907681

[[5]][[9]]
NULL

[[5]][[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.007687835

[[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 mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05037446

[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1285499

[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8052702

[[6]][[6]]
NULL

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01673576

[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.06631687

[[6]][[9]]
NULL

[[6]][[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06464406

[[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 mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.06510415

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1527278

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06968578

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.02732908

[[7]][[7]]
NULL

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.202473

[[7]][[9]]
NULL

[[7]][[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.05682442

[[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 mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01011604

[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01664936

[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1125118

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1094228

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2744424

[[8]][[8]]
NULL

[[8]][[9]]
NULL

[[8]][[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004357712

[[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 mi-sh 
  twi_6.8[9] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05119078

[[9]][[4]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.2293543

[[9]][[5]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6503819

[[9]][[6]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7002131

[[9]][[7]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08838266

[[9]][[8]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5206655

[[9]][[9]]
NULL

[[9]][[10]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.008962882

[[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 mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1260812

[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1077358

[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09082011

[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03073321

[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01545834

[[10]][[8]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.001256343

[[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 mi-sh 
  mef2_2.4[11] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1236419

[[11]][[4]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6427282

[[11]][[5]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3647327

[[11]][[6]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2301842

[[11]][[7]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3177909

[[11]][[8]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8235015

[[11]][[9]]
NULL

[[11]][[10]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1648185

[[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 mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01195071

[[12]][[4]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5099947

[[12]][[5]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.9731555

[[12]][[6]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.5098466

[[12]][[7]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.9005367

[[12]][[8]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8300416

[[12]][[9]]
NULL

[[12]][[10]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.000583628

[[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 mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2413176

[[13]][[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1811616

[[13]][[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.4297069

[[13]][[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.78838

[[13]][[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3621797

[[13]][[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.8677824

[[13]][[9]]
NULL

[[13]][[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.2079896

[[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 mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.5826532

[[14]][[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.3145988

[[14]][[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2265952

[[14]][[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7451143

[[14]][[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1065526

[[14]][[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9144254

[[14]][[9]]
NULL

[[14]][[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.4539865

[[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 mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.2917382

[[15]][[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.4143421

[[15]][[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2892946

[[15]][[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2673047

[[15]][[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.02135201

[[15]][[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.5067311

[[15]][[9]]
NULL

[[15]][[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.1867746

[[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_4.6, twi_6.8, mef2_4.6, mef2_10.12 

adjC at n = 1 
[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.03451675

[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0005420886

[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.0004145264

[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0135478

[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01655142

[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01722713

[[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.005530713

[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.006786169

[[9]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.01417236

[[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01382674

[[11]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.007090921

[[12]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005046472

[[13]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005634427

[[14]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01264215

[[15]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003842207

[[16]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03250523

[[17]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001765963

[[18]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002907681

[[19]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.007687835

[[20]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01673576

[[21]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.02732908

[[22]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01011604

[[23]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01664936

[[24]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004357712

[[25]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.008962882

[[26]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03073321

[[27]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01545834

[[28]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.001256343

[[29]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01195071

[[30]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.000583628

[[31]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.02135201


ciTests.adjC at n = 1 
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.03451675

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6210417

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2441362

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1283012

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08421533

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.01417236

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6613254


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0005420886

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01382674

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.007090921

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005046472

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005634427

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01264215


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.0004145264

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003842207

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03250523

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001765963

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002907681

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.007687835


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0135478

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05037446

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1285499

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8052702

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01673576

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.06631687

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06464406


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01655142

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.06510415

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1527278

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06968578

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.02732908

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.202473

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.05682442


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01722713

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01011604

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01664936

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1125118

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1094228

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2744424

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004357712


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.005530713

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1260812

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1077358

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09082011

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03073321

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01545834

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.001256343


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.006786169


$`tin_6.8 vs class | twi_4.6`
$`tin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.01417236


$`bin_6.8 vs class | tin_6.8`
$`bin_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01382674


$`bin_6.8 vs class | bin_10.12`
$`bin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.007090921


$`bin_6.8 vs class | twi_2.4`
$`bin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005046472


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005634427


$`bin_6.8 vs class | bap_6.8`
$`bin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01264215


$`bin_8.10 vs class | tin_6.8`
$`bin_8.10 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003842207


$`bin_8.10 vs class | bin_10.12`
$`bin_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03250523


$`bin_8.10 vs class | twi_2.4`
$`bin_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001765963


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002907681


$`bin_8.10 vs class | bap_6.8`
$`bin_8.10 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.007687835


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01673576


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.02732908


$`twi_4.6 vs class | tin_6.8`
$`twi_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01011604


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01664936


$`twi_4.6 vs class | bap_6.8`
$`twi_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004357712


$`twi_6.8 vs class | bap_6.8`
$`twi_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.008962882


$`bap_6.8 vs class | bin_10.12`
$`bap_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03073321


$`bap_6.8 vs class | twi_2.4`
$`bap_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01545834


$`bap_6.8 vs class | twi_4.6`
$`bap_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.001256343


$`mef2_4.6 vs class | tin_6.8`
$`mef2_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01195071


$`mef2_4.6 vs class | bap_6.8`
$`mef2_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.000583628


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.02135201



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 |  
                 0.6613253955                  0.1543618007                  0.1129734998                  0.8052701827                  0.2024729568 
          twi_4.6 vs class |            bap_6.8 vs class |     tin_4.6 vs class | twi_4.6    tin_6.8 vs class | twi_4.6    bin_6.8 vs class | tin_6.8 
                 0.2744424162                  0.1260812272                  0.0067861687                  0.0141723602                  0.0138267352 
 bin_6.8 vs class | bin_10.12    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 
                 0.0070909207                  0.0050464716                  0.0005634427                  0.0126421513                  0.0038422072 
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 | twi_2.4 
                 0.0325052285                  0.0017659632                  0.0029076814                  0.0076878350                  0.0167357591 
 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 | bap_6.8 
                 0.0273290809                  0.0101160399                  0.0166493586                  0.0043577120                  0.0089628823 
 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 
                 0.0307332135                  0.0154583382                  0.0012563428                  0.0119507117                  0.0005836280 
mef2_10.12 vs class | twi_2.4 
                 0.0213520135 

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                             6 
          twi_4.6 vs class |            bap_6.8 vs class |     tin_4.6 vs class | twi_4.6    tin_6.8 vs class | twi_4.6    bin_6.8 vs class | tin_6.8 
                            6                             2                             1                             1                             1 
 bin_6.8 vs class | bin_10.12    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 
                            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 | twi_2.4 
                            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 | bap_6.8 
                            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_10.12 vs class | twi_2.4 
                            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 |  
                 0.6613253955                  0.1543618007                  0.1129734998                  0.8052701827                  0.2024729568 
          twi_4.6 vs class |            bap_6.8 vs class |     tin_4.6 vs class | twi_4.6    tin_6.8 vs class | twi_4.6    bin_6.8 vs class | tin_6.8 
                 0.2744424162                  0.1260812272                  0.0067861687                  0.0141723602                  0.0138267352 
 bin_6.8 vs class | bin_10.12    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 
                 0.0070909207                  0.0050464716                  0.0005634427                  0.0126421513                  0.0038422072 
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 | twi_2.4 
                 0.0325052285                  0.0017659632                  0.0029076814                  0.0076878350                  0.0167357591 
 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 | bap_6.8 
                 0.0273290809                  0.0101160399                  0.0166493586                  0.0043577120                  0.0089628823 
 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 
                 0.0307332135                  0.0154583382                  0.0012563428                  0.0119507117                  0.0005836280 
mef2_10.12 vs class | twi_2.4 
                 0.0213520135 

adjC.delete
  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 |    twi_4.6 vs class |  
                    1                     2                     3                     4                     5                     6 
  bap_6.8 vs class |  
                    7 

delete.inx
[1]  3  4  5  6  7  8 10

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

[[1]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05037446

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1283012


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.06510415

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08421533


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1094228

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.06631687


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2744424

[[5]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.202473


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1260812

[[6]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6613254



ciTests.adjC.removed
$`tin_6.8 vs class | `
$`tin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.03451675

$`tin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6210417

$`tin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2441362

$`tin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1283012

$`tin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08421533

$`tin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.01417236

$`tin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6613254


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0005420886

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01382674

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.007090921

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005046472

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005634427

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01264215


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.0004145264

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003842207

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03250523

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001765963

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002907681

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.007687835


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0135478

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05037446

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1285499

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8052702

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01673576

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.06631687

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06464406


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01655142

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.06510415

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1527278

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06968578

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.02732908

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.202473

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.05682442


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01722713

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01011604

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01664936

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1125118

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1094228

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2744424

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004357712


$`bap_6.8 vs class | `
$`bap_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.005530713

$`bap_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1260812

$`bap_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1077358

$`bap_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09082011

$`bap_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03073321

$`bap_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01545834

$`bap_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.001256343


$`tin_4.6 vs class | twi_4.6`
$`tin_4.6 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.006786169


$`tin_6.8 vs class | twi_4.6`
$`tin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.01417236


$`bin_6.8 vs class | tin_6.8`
$`bin_6.8 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01382674


$`bin_6.8 vs class | bin_10.12`
$`bin_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.007090921


$`bin_6.8 vs class | twi_2.4`
$`bin_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005046472


$`bin_6.8 vs class | twi_4.6`
$`bin_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005634427


$`bin_6.8 vs class | bap_6.8`
$`bin_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01264215


$`bin_8.10 vs class | tin_6.8`
$`bin_8.10 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003842207


$`bin_8.10 vs class | bin_10.12`
$`bin_8.10 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03250523


$`bin_8.10 vs class | twi_2.4`
$`bin_8.10 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001765963


$`bin_8.10 vs class | twi_4.6`
$`bin_8.10 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002907681


$`bin_8.10 vs class | bap_6.8`
$`bin_8.10 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.007687835


$`bin_10.12 vs class | twi_2.4`
$`bin_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01673576


$`twi_2.4 vs class | bin_10.12`
$`twi_2.4 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.02732908


$`twi_4.6 vs class | tin_6.8`
$`twi_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01011604


$`twi_4.6 vs class | bin_6.8`
$`twi_4.6 vs class | bin_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01664936


$`twi_4.6 vs class | bap_6.8`
$`twi_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004357712


$`twi_6.8 vs class | bap_6.8`
$`twi_6.8 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.008962882


$`bap_6.8 vs class | bin_10.12`
$`bap_6.8 vs class | bin_10.12`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03073321


$`bap_6.8 vs class | twi_2.4`
$`bap_6.8 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01545834


$`bap_6.8 vs class | twi_4.6`
$`bap_6.8 vs class | twi_4.6`[[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.001256343


$`mef2_4.6 vs class | tin_6.8`
$`mef2_4.6 vs class | tin_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01195071


$`mef2_4.6 vs class | bap_6.8`
$`mef2_4.6 vs class | bap_6.8`[[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.000583628


$`mef2_10.12 vs class | twi_2.4`
$`mef2_10.12 vs class | twi_2.4`[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.02135201



Variables left after iteration 1 :  

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.703199


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.3520964


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.03451675

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6210417

[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2441362

[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1283012

[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08421533

[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.01417236

[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6613254


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0005420886

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01382674

[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618

[[4]][[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.007090921

[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005046472

[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005634427

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01264215


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.0004145264

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003842207

[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03250523

[[5]][[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001765963

[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002907681

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.007687835


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0135478

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05037446

[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1285499

[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8052702

[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01673576

[[6]][[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.06631687

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06464406


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01655142

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.06510415

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1527278

[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06968578

[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.02732908

[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.202473

[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.05682442


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01722713

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01011604

[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01664936

[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1125118

[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1094228

[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2744424

[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004357712


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.4145695


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.005530713

[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1260812

[[10]][[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1077358

[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09082011

[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03073321

[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01545834

[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.001256343


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.7769815


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.5676073


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.4794556


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.5885109


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.3338481



adjC.uncond

NULL

adjC.filtered

list()

adjC.before.filtering

list()

jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

[[1]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05037446

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1283012


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.06510415

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08421533


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1094228

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.06631687


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2744424

[[5]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.202473


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1260812

[[6]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6613254



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

[[1]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05037446

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1283012


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.06510415

[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08421533


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1094228

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.06631687


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2744424

[[5]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.202473


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1260812

[[6]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6613254



adjC
list()

removed.ids
 [1] "tin_6.8 vs class | "           "bin_6.8 vs class | "           "bin_8.10 vs class | "          "bin_10.12 vs class | "        
 [5] "twi_2.4 vs class | "           "twi_4.6 vs class | "           "bap_6.8 vs class | "           "tin_4.6 vs class | twi_4.6"   
 [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_6.8 vs class | bap_6.8"    "bin_8.10 vs class | tin_6.8"   "bin_8.10 vs class | bin_10.12"
[17] "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 | twi_2.4" 
[21] "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"   
[25] "twi_6.8 vs class | bap_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_4.6 vs class | bap_6.8"   "mef2_10.12 vs class | twi_2.4"

direct.nodes
NULL

indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.03451675

[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0135478

[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01655142

[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01722713

[[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.005530713


joint.nodes
[[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0005420886

[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.0004145264


conditional.nodes
NULL

direct.inx
NULL

indirect.inx
  tin_6.8 bin_10.12   twi_2.4   twi_4.6   bap_6.8 
        3         6         7         8        10 

joint.inx
 bin_6.8 bin_8.10 
       4        5 

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$tin_4.6
NULL

$tin_6.8
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6210417

$bin_6.8
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618

$bin_8.10
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

$bin_10.12
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8052702

$twi_2.4
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1527278

$twi_4.6
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1125118

$twi_6.8
NULL

$bap_6.8
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1077358

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
NULL

$mef2_8.10
NULL

$mef2_10.12
NULL


all.joint.ids
 [1] "bin_8.10 vs class | bin_6.8"  "bin_6.8 vs class | bin_8.10"  "bin_10.12 vs class | tin_6.8" "tin_6.8 vs class | bin_10.12"
 [5] "twi_2.4 vs class | tin_6.8"   "tin_6.8 vs class | twi_2.4"   "twi_4.6 vs class | bin_10.12" "bin_10.12 vs class | twi_4.6"
 [9] "twi_4.6 vs class | twi_2.4"   "twi_2.4 vs class | twi_4.6"   "bap_6.8 vs class | tin_6.8"   "tin_6.8 vs class | bap_6.8"  

edges
[[1]]
EDGE bin_6.8[4] -> 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 bin_6.8[4] -> 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 bin_6.8[4] -> bap_6.8[10] based on 1 test(s)

[[6]]
EDGE bin_8.10[5] <-> bin_6.8[4] 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 
0.7031989752 0.3520964001 0.0345167513 0.0005420886 0.0004145264 0.0135478039 0.0165514158 0.0172271300 0.4145694525 0.0055307127 0.7769814858 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
0.5676072714 0.4794555793 0.5885109046 0.3338481472 

$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 mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.703199


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.3520964


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.03451675

$ciTests[[3]][[2]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.6210417

$ciTests[[3]][[3]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.2441362

$ciTests[[3]][[4]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1283012

$ciTests[[3]][[5]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.08421533

$ciTests[[3]][[6]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.01417236

$ciTests[[3]][[7]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.6613254


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0005420886

$ciTests[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01382674

$ciTests[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1543618

$ciTests[[4]][[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.007090921

$ciTests[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.005046472

$ciTests[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005634427

$ciTests[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.01264215


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.0004145264

$ciTests[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.003842207

$ciTests[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1129735

$ciTests[[5]][[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03250523

$ciTests[[5]][[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.001765963

$ciTests[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002907681

$ciTests[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.007687835


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0135478

$ciTests[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.05037446

$ciTests[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1285499

$ciTests[[6]][[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.8052702

$ciTests[[6]][[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01673576

$ciTests[[6]][[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.06631687

$ciTests[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.06464406


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.01655142

$ciTests[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.06510415

$ciTests[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1527278

$ciTests[[7]][[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06968578

$ciTests[[7]][[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.02732908

$ciTests[[7]][[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.202473

$ciTests[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.05682442


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01722713

$ciTests[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.01011604

$ciTests[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.01664936

$ciTests[[8]][[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.1125118

$ciTests[[8]][[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1094228

$ciTests[[8]][[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2744424

$ciTests[[8]][[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bap_6.8[10], reliable=TRUE, p.value=0.004357712


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.4145695


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.005530713

$ciTests[[10]][[2]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=tin_6.8[3], reliable=TRUE, p.value=0.1260812

$ciTests[[10]][[3]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1077358

$ciTests[[10]][[4]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.09082011

$ciTests[[10]][[5]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03073321

$ciTests[[10]][[6]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.01545834

$ciTests[[10]][[7]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.001256343


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.7769815


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.5676073


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.4794556


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.5885109


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=0.3338481



$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                                                                         0.7031989752
2     tin_4.6 no dependence                          NA                                                                         0.3520964001
3     tin_6.8 weak indirect      bin_6.8      0.6210417                                                                         0.0345167513
4     bin_6.8         joint     bin_8.10      0.1543618                                                                         0.0005420886
5    bin_8.10         joint      bin_6.8      0.1129735                                                                         0.0004145264
6   bin_10.12 weak indirect     bin_8.10      0.8052702                                                                         0.0135478039
7     twi_2.4 weak indirect      bin_6.8      0.1527278                                                                         0.0165514158
8     twi_4.6 weak indirect     bin_8.10      0.1125118                                                                         0.0172271300
9     twi_6.8 no dependence                          NA                                                                         0.4145694525
10    bap_6.8 weak indirect      bin_6.8      0.1077358                                                                         0.0055307127
11   mef2_2.4 no dependence                          NA                                                                         0.7769814858
12   mef2_4.6 no dependence                          NA                                                                         0.5676072714
13   mef2_6.8 no dependence                          NA                                                                         0.4794555793
14  mef2_8.10 no dependence                          NA                                                                         0.5885109046
15 mef2_10.12 no dependence                          NA                                                                         0.3338481472
       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

