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 
1.320963e-01 7.244114e-03 8.029650e-01 1.054367e-01 8.737329e-02 2.709776e-03 7.814058e-06 1.255730e-02 5.788043e-01 3.455264e-01 4.986634e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.512876e-01 1.432970e-01 3.982764e-04 4.173005e-07 

setE.inx
   tin_2.4    tin_4.6    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6   mef2_6.8  mef2_8.10 mef2_10.12 
         1          2          4          5          6          7          8         13         14         15 

setE.names
 [1] "tin_2.4"    "tin_4.6"    "bin_6.8"    "bin_8.10"   "bin_10.12"  "twi_2.4"    "twi_4.6"    "mef2_6.8"   "mef2_8.10"  "mef2_10.12"

adjX.p.vals
           tin_2.4      tin_4.6 tin_6.8     bin_6.8     bin_8.10    bin_10.12      twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6
tin_2.4         NA 5.815592e-25      NA 0.249514025 2.668629e-01 2.179711e-01 0.0004377607 2.983933e-15      NA      NA       NA       NA
tin_4.6         NA           NA      NA 0.004439893 8.217102e-01 1.415399e-01 0.0001071477 3.270998e-18      NA      NA       NA       NA
tin_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
bin_6.8         NA           NA      NA          NA 1.571329e-12 1.630990e-09 0.0040931555 8.806549e-02      NA      NA       NA       NA
bin_8.10        NA           NA      NA          NA           NA 9.312666e-12 0.0025488840 9.168885e-02      NA      NA       NA       NA
bin_10.12       NA           NA      NA          NA           NA           NA 0.0001042056 4.230128e-02      NA      NA       NA       NA
twi_2.4         NA           NA      NA          NA           NA           NA           NA 3.957062e-07      NA      NA       NA       NA
twi_4.6         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
twi_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
bap_6.8         NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_2.4        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_4.6        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_6.8        NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_8.10       NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
mef2_10.12      NA           NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA
               mef2_6.8    mef2_8.10   mef2_10.12
tin_2.4    2.391350e-04 9.241767e-01 1.249623e-01
tin_4.6    1.030426e-07 4.420584e-01 3.672816e-01
tin_6.8              NA           NA           NA
bin_6.8    3.706018e-03 9.846175e-04 7.723458e-01
bin_8.10   7.840508e-01 6.064970e-02 7.392659e-01
bin_10.12  5.811904e-01 2.550489e-01 4.324185e-01
twi_2.4    6.452852e-01 1.392374e-02 4.093156e-03
twi_4.6    1.546044e-04 9.188314e-01 4.754486e-02
twi_6.8              NA           NA           NA
bap_6.8              NA           NA           NA
mef2_2.4             NA           NA           NA
mef2_4.6             NA           NA           NA
mef2_6.8             NA 2.478303e-10 3.706018e-03
mef2_8.10            NA           NA 7.829188e-13
mef2_10.12           NA           NA           NA

expC.p.vals
           tin_2.4      tin_4.6 tin_6.8     bin_6.8     bin_8.10    bin_10.12     twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6     mef2_6.8
tin_2.4         NA 1.824799e-23      NA 0.234549163 6.075959e-01 3.687304e-01 0.003200048 6.611532e-14      NA      NA       NA       NA 4.590845e-04
tin_4.6         NA           NA      NA 0.004177274 9.877461e-01 5.721474e-01 0.001477481 1.552473e-16      NA      NA       NA       NA 1.216951e-07
tin_6.8         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA           NA
bin_6.8         NA           NA      NA          NA 3.258200e-11 4.179915e-08 0.025181622 1.325015e-01      NA      NA       NA       NA 7.266237e-03
bin_8.10        NA           NA      NA          NA           NA 2.525648e-10 0.015736948 7.773128e-02      NA      NA       NA       NA 1.010365e-01
bin_10.12       NA           NA      NA          NA           NA           NA 0.002668925 6.555489e-03      NA      NA       NA       NA 6.143210e-01
twi_2.4         NA           NA      NA          NA           NA           NA          NA 9.485799e-06      NA      NA       NA       NA 9.632587e-01
twi_4.6         NA           NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA 2.210102e-04
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    3.092417e-01 1.827210e-01
tin_4.6    2.144334e-01 5.510711e-01
tin_6.8              NA           NA
bin_6.8    1.120310e-02 3.231755e-01
bin_8.10   4.948830e-02 9.074914e-01
bin_10.12  7.103023e-01 5.665111e-01
twi_2.4    2.175023e-01 2.227058e-01
twi_4.6    3.038329e-01 1.683323e-01
twi_6.8              NA           NA
bap_6.8              NA           NA
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8   3.489364e-09 2.333347e-03
mef2_8.10            NA 9.261039e-11
mef2_10.12           NA           NA

Conditioning on sets of 1 variable(s) from tin_2.4, tin_4.6, bin_6.8, bin_8.10, bin_10.12, twi_2.4, twi_4.6, mef2_6.8, mef2_8.10, mef2_10.12 

adjC at n = 1 
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07


ciTests.adjC at n = 1 
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825


$`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=0.1054367

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


$`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=0.08737329

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


$`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=0.002709776

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337


$`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=7.814058e-06

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332


$`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=0.0125573

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

$`mef2_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05



adjC.pvals at n = 1 
   tin_2.4 vs class |     tin_4.6 vs class |     bin_6.8 vs class |    bin_8.10 vs class |   bin_10.12 vs class |     twi_2.4 vs class |  
          9.142523e-01           1.943043e-01           8.913175e-01           7.158488e-01           4.985757e-02           8.023561e-04 
   twi_4.6 vs class |    mef2_6.8 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
          4.246267e-01           6.166995e-01           2.473049e-02           3.853507e-05 

adjC.pvals.inx at n = 1 
   tin_2.4 vs class |     tin_4.6 vs class |     bin_6.8 vs class |    bin_8.10 vs class |   bin_10.12 vs class |     twi_2.4 vs class |  
                     7                      6                      5                      5                      6                      7 
   twi_4.6 vs class |    mef2_6.8 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
                     7                      9                     10                      7 

adjC.pvals (adjusted) at n = 1 
   tin_2.4 vs class |     tin_4.6 vs class |     bin_6.8 vs class |    bin_8.10 vs class |   bin_10.12 vs class |     twi_2.4 vs class |  
          9.142523e-01           1.943043e-01           8.913175e-01           7.158488e-01           4.985757e-02           8.023561e-04 
   twi_4.6 vs class |    mef2_6.8 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
          4.246267e-01           6.166995e-01           2.473049e-02           3.853507e-05 

adjC.delete
 tin_2.4 vs class |   bin_6.8 vs class |  bin_8.10 vs class |   twi_4.6 vs class |  mef2_6.8 vs class |  
                   1                    3                    4                    7                    8 

delete.inx
[1]  1  4  5  8 13

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255



ciTests.adjC.removed
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


$`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=0.1054367

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


$`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=0.08737329

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


$`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=0.0125573

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719



Variables left after iteration 1 : tin_4.6, bin_10.12, twi_2.4, mef2_8.10, mef2_10.12 

adjC
[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

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

Conditioning on sets of 2 variable(s) from tin_4.6, bin_10.12, twi_2.4, mef2_8.10, mef2_10.12 

adjC at n = 2 
[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07


ciTests.adjC at n = 2 
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

$`tin_4.6 vs class | `[[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$`tin_4.6 vs class | `[[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$`tin_4.6 vs class | `[[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$`tin_4.6 vs class | `[[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$`tin_4.6 vs class | `[[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$`tin_4.6 vs class | `[[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612


$`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=0.002709776

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03517281

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03473919

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

$`bin_10.12 vs class | `[[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

$`bin_10.12 vs class | `[[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$`bin_10.12 vs class | `[[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

$`bin_10.12 vs class | `[[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$`bin_10.12 vs class | `[[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

$`bin_10.12 vs class | `[[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904


$`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=7.814058e-06

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=9.462977e-05

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=5.709806e-05

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0002318077

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

$`twi_2.4 vs class | `[[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

$`twi_2.4 vs class | `[[12]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

$`twi_2.4 vs class | `[[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

$`twi_2.4 vs class | `[[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$`twi_2.4 vs class | `[[15]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

$`twi_2.4 vs class | `[[16]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

$`mef2_8.10 vs class | `[[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$`mef2_8.10 vs class | `[[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$`mef2_8.10 vs class | `[[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$`mef2_8.10 vs class | `[[14]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | `[[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | `[[16]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=8.992958e-07

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=2.602599e-06

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=2.074361e-06

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=3.853507e-05

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=3.205595e-06

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

$`mef2_10.12 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

$`mef2_10.12 vs class | `[[11]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

$`mef2_10.12 vs class | `[[12]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

$`mef2_10.12 vs class | `[[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

$`mef2_10.12 vs class | `[[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$`mef2_10.12 vs class | `[[15]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$`mef2_10.12 vs class | `[[16]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391



adjC.pvals at n = 2 
   tin_4.6 vs class |   bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
           0.587366580            0.143316972            0.033291565            0.217653852            0.002324391 

adjC.pvals.inx at n = 2 
   tin_4.6 vs class |   bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
                    11                     11                     13                     16                     16 

adjC.pvals (adjusted) at n = 2 
   tin_4.6 vs class |   bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
           0.587366580            0.143316972            0.033291565            0.217653852            0.002324391 

adjC.delete
  tin_4.6 vs class |  mef2_8.10 vs class |  
                    1                     4 

delete.inx
[1]  2 14

to.delete
[1]  TRUE FALSE FALSE  TRUE FALSE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255



ciTests.adjC.removed
$`tin_2.4 vs class | `
$`tin_2.4 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

$`tin_2.4 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

$`tin_2.4 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

$`tin_2.4 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

$`tin_2.4 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

$`tin_2.4 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$`tin_2.4 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

$`tin_2.4 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

$`tin_2.4 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$`tin_2.4 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


$`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=0.1054367

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

$`bin_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

$`bin_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


$`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=0.08737329

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

$`bin_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$`bin_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


$`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=0.0125573

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02629949

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.01404329

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002376137

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

$`twi_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$`twi_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


$`mef2_6.8 vs class | `
$`mef2_6.8 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

$`mef2_6.8 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

$`mef2_6.8 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$`mef2_6.8 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.1645851

$`mef2_6.8 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.03599832

$`mef2_6.8 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.246963

$`mef2_6.8 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$`mef2_6.8 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.09483579

$`mef2_6.8 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

$`mef2_6.8 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

$`tin_4.6 vs class | `[[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$`tin_4.6 vs class | `[[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

$`tin_4.6 vs class | `[[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$`tin_4.6 vs class | `[[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$`tin_4.6 vs class | `[[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$`tin_4.6 vs class | `[[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$`tin_4.6 vs class | `[[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$`tin_4.6 vs class | `[[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.00464746

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0005392334

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.002517586

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.008045659

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0005000956

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

$`mef2_8.10 vs class | `[[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$`mef2_8.10 vs class | `[[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$`mef2_8.10 vs class | `[[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$`mef2_8.10 vs class | `[[14]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$`mef2_8.10 vs class | `[[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$`mef2_8.10 vs class | `[[16]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539



Variables left after iteration 2 : bin_10.12, twi_2.4, mef2_10.12 

adjC
[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

[[1]][[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

[[2]][[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

[[2]][[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

[[2]][[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

[[2]][[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

[[2]][[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

[[2]][[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

[[2]][[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612


[[3]]
[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.802965


[[4]]
[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

[[4]][[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

[[4]][[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

[[4]][[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


[[5]]
[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

[[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=0.5080599

[[5]][[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

[[5]][[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

[[5]][[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


[[6]]
[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

[[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=0.03517281

[[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=0.03473919

[[6]][[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

[[6]][[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

[[6]][[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

[[6]][[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

[[6]][[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

[[6]][[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

[[6]][[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

[[6]][[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

[[6]][[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904


[[7]]
[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

[[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=9.462977e-05

[[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=5.709806e-05

[[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=0.0002318077

[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

[[7]][[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

[[7]][[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

[[7]][[12]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

[[7]][[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

[[7]][[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

[[7]][[15]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

[[7]][[16]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487


[[8]]
[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

[[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=0.02629949

[[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=0.01404329

[[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=0.002376137

[[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=0.4246267

[[8]][[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

[[8]][[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


[[9]]
[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5788043


[[10]]
[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3455264


[[11]]
[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4986634


[[12]]
[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6512876


[[13]]
[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

[[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=0.1645851

[[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=0.03599832

[[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=0.246963

[[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=0.3292265

[[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=0.09483579

[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

[[13]][[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


[[14]]
[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

[[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=0.00464746

[[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=0.0005392334

[[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=0.002517586

[[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=0.008045659

[[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=0.0005000956

[[14]][[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

[[14]][[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

[[14]][[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

[[14]][[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

[[14]][[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

[[14]][[14]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

[[14]][[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

[[14]][[16]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539


[[15]]
[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

[[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=8.992958e-07

[[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=2.602599e-06

[[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=2.074361e-06

[[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=3.853507e-05

[[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=3.205595e-06

[[15]][[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

[[15]][[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

[[15]][[11]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

[[15]][[12]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

[[15]][[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

[[15]][[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

[[15]][[15]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

[[15]][[16]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391



adjC.uncond

[1]  6  7 15

adjC.filtered

[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07


adjC.before.filtering

[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865


[[2]]
[[2]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.5080599

[[2]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255



adjC
[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07


removed.ids
[1] "tin_2.4 vs class | "   "bin_6.8 vs class | "   "bin_8.10 vs class | "  "twi_4.6 vs class | "   "mef2_6.8 vs class | "  "tin_4.6 vs class | "  
[7] "mef2_8.10 vs class | "

direct.nodes
[[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

[[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

[[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07


indirect.nodes
[[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

[[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

[[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

[[4]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

[[5]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

[[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

[[7]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764


joint.nodes
NULL

conditional.nodes
NULL

direct.inx
 bin_10.12    twi_2.4 mef2_10.12 
         6          7         15 

indirect.inx
  tin_2.4   bin_6.8  bin_8.10   twi_4.6  mef2_6.8   tin_4.6 mef2_8.10 
        1         4         5         8        13         2        14 

joint.inx
NULL

conditional.inx
NULL

Dsep
$tin_2.4
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$tin_4.6
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$tin_6.8
NULL

$bin_6.8
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$bin_8.10
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$bin_10.12
NULL

$twi_2.4
NULL

$twi_4.6
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.4246267

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3292265

$mef2_8.10
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539

$mef2_10.12
NULL


all.joint.ids
[1] "bin_8.10 vs class | tin_2.4" "tin_2.4 vs class | bin_8.10" "bin_8.10 vs class | bin_6.8" "bin_6.8 vs class | bin_8.10"

edges
[[1]]
EDGE twi_2.4[7] -> tin_2.4[1] based on 1 test(s)

[[2]]
EDGE bin_10.12[6] -> bin_6.8[4] based on 1 test(s)

[[3]]
EDGE bin_10.12[6] -> bin_8.10[5] based on 1 test(s)

[[4]]
EDGE twi_2.4[7] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE twi_2.4[7] -> mef2_6.8[13] based on 1 test(s)

[[6]]
EDGE bin_10.12[6] -> tin_4.6[2] based on 1 test(s)

[[7]]
EDGE twi_2.4[7] -> tin_4.6[2] based on 1 test(s)

[[8]]
EDGE twi_2.4[7] -> mef2_8.10[14] based on 1 test(s)

[[9]]
EDGE mef2_10.12[15] -> mef2_8.10[14] based on 1 test(s)

[[10]]
EDGE bin_10.12[6] - twi_2.4[7] based on 2 test(s)

[[11]]
EDGE twi_2.4[7] - - mef2_10.12[15] 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 
1.320963e-01 7.244114e-03 8.029650e-01 1.054367e-01 8.737329e-02 2.709776e-03 7.814058e-06 1.255730e-02 5.788043e-01 3.455264e-01 4.986634e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.512876e-01 1.432970e-01 3.982764e-04 4.173005e-07 

$setE.log2FC
   tin_2.4    tin_4.6    tin_6.8    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6    twi_6.8    bap_6.8   mef2_2.4   mef2_4.6   mef2_6.8 
-1.3339007 -2.6988976  0.1016841  0.9735278  1.3885653  1.9328858       -Inf -1.9188632 -0.3598959  0.5729899 -0.9899463  0.1713346  0.6324909 
 mef2_8.10 mef2_10.12 
 1.6463630  2.3665390 

$setE.selected
   tin_2.4    tin_4.6    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6   mef2_6.8  mef2_8.10 mef2_10.12 
         1          2          4          5          6          7          8         13         14         15 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1320963

$ciTests[[1]][[2]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.8465004

$ciTests[[1]][[3]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.154549

$ciTests[[1]][[4]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.3642865

$ciTests[[1]][[5]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.2617039

$ciTests[[1]][[6]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.7640303

$ciTests[[1]][[7]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.9142523

$ciTests[[1]][[8]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1497074

$ciTests[[1]][[9]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.1097836

$ciTests[[1]][[10]]
Conditional independence test results using mi-sh 
  tin_2.4[1] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2094498


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.007244114

$ciTests[[2]][[2]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.06696045

$ciTests[[2]][[3]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.006883292

$ciTests[[2]][[4]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02637106

$ciTests[[2]][[5]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.04713425

$ciTests[[2]][[6]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1943043

$ciTests[[2]][[7]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1834392

$ciTests[[2]][[8]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.00661078

$ciTests[[2]][[9]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.009089412

$ciTests[[2]][[10]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02469825

$ciTests[[2]][[11]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.5873666

$ciTests[[2]][[12]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.07002536

$ciTests[[2]][[13]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.132194

$ciTests[[2]][[14]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.3633865

$ciTests[[2]][[15]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.44734

$ciTests[[2]][[16]]
Conditional independence test results using mi-sh 
  tin_4.6[2] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.07436612


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using mi-sh 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.802965


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.1054367

$ciTests[[4]][[2]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1110262

$ciTests[[4]][[3]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0565968

$ciTests[[4]][[4]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.6200255

$ciTests[[4]][[5]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.8913175

$ciTests[[4]][[6]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3825728

$ciTests[[4]][[7]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1283666

$ciTests[[4]][[8]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.1176806

$ciTests[[4]][[9]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6504582

$ciTests[[4]][[10]]
Conditional independence test results using mi-sh 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.08811901


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.08737329

$ciTests[[5]][[2]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.2253462

$ciTests[[5]][[3]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1928011

$ciTests[[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=0.5080599

$ciTests[[5]][[5]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7158488

$ciTests[[5]][[6]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.2859863

$ciTests[[5]][[7]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05995453

$ciTests[[5]][[8]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.02049149

$ciTests[[5]][[9]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.06130916

$ciTests[[5]][[10]]
Conditional independence test results using mi-sh 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.2100605


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.002709776

$ciTests[[6]][[2]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.007541429

$ciTests[[6]][[3]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.01543615

$ciTests[[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=0.03517281

$ciTests[[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=0.03473919

$ciTests[[6]][[6]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.04985757

$ciTests[[6]][[7]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0004621659

$ciTests[[6]][[8]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.006642915

$ciTests[[6]][[9]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01370414

$ciTests[[6]][[10]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.008060337

$ciTests[[6]][[11]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.143317

$ciTests[[6]][[12]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.07810485

$ciTests[[6]][[13]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.04351234

$ciTests[[6]][[14]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.09095821

$ciTests[[6]][[15]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.11994

$ciTests[[6]][[16]]
Conditional independence test results using mi-sh 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.02933904


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=7.814058e-06

$ciTests[[7]][[2]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0001409114

$ciTests[[7]][[3]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004032934

$ciTests[[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=9.462977e-05

$ciTests[[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=5.709806e-05

$ciTests[[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=0.0002318077

$ciTests[[7]][[7]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.0008023561

$ciTests[[7]][[8]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0001421156

$ciTests[[7]][[9]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.0003182196

$ciTests[[7]][[10]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0007365332

$ciTests[[7]][[11]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.01041655

$ciTests[[7]][[12]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.02624975

$ciTests[[7]][[13]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.03329157

$ciTests[[7]][[14]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.00473819

$ciTests[[7]][[15]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.02142214

$ciTests[[7]][[16]]
Conditional independence test results using mi-sh 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.01681487


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.0125573

$ciTests[[8]][[2]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1135792

$ciTests[[8]][[3]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2523155

$ciTests[[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=0.02629949

$ciTests[[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=0.01404329

$ciTests[[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=0.002376137

$ciTests[[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=0.4246267

$ciTests[[8]][[8]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.0171867

$ciTests[[8]][[9]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01523843

$ciTests[[8]][[10]]
Conditional independence test results using mi-sh 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.06030202


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using mi-sh 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5788043


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using mi-sh 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3455264


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using mi-sh 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4986634


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using mi-sh 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6512876


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.143297

$ciTests[[13]][[2]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.1294228

$ciTests[[13]][[3]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05941545

$ciTests[[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=0.1645851

$ciTests[[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=0.03599832

$ciTests[[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=0.246963

$ciTests[[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=0.3292265

$ciTests[[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=0.09483579

$ciTests[[13]][[9]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6166995

$ciTests[[13]][[10]]
Conditional independence test results using mi-sh 
  mef2_6.8[13] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05302719


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=0.0003982764

$ciTests[[14]][[2]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=0.0005414763

$ciTests[[14]][[3]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.0004799753

$ciTests[[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=0.00464746

$ciTests[[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=0.0005392334

$ciTests[[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=0.002517586

$ciTests[[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=0.008045659

$ciTests[[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=0.0005000956

$ciTests[[14]][[9]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=0.003200704

$ciTests[[14]][[10]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.02473049

$ciTests[[14]][[11]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=0.004516209

$ciTests[[14]][[12]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.02224789

$ciTests[[14]][[13]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=tin_4.6,mef2_10.12[2,15], reliable=TRUE, p.value=0.06070749

$ciTests[[14]][[14]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.02512138

$ciTests[[14]][[15]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.07519014

$ciTests[[14]][[16]]
Conditional independence test results using mi-sh 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.2176539


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=4.173005e-07

$ciTests[[15]][[2]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_2.4[1], reliable=TRUE, p.value=1.585402e-06

$ciTests[[15]][[3]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=2.123641e-06

$ciTests[[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=8.992958e-07

$ciTests[[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=2.602599e-06

$ciTests[[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=2.074361e-06

$ciTests[[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=3.853507e-05

$ciTests[[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=3.205595e-06

$ciTests[[15]][[9]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_6.8[13], reliable=TRUE, p.value=3.980101e-07

$ciTests[[15]][[10]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=3.529703e-05

$ciTests[[15]][[11]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,bin_10.12[2,6], reliable=TRUE, p.value=1.602419e-05

$ciTests[[15]][[12]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,twi_2.4[2,7], reliable=TRUE, p.value=0.0002620132

$ciTests[[15]][[13]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=tin_4.6,mef2_8.10[2,14], reliable=TRUE, p.value=0.0005276895

$ciTests[[15]][[14]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.0002637363

$ciTests[[15]][[15]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.0001458494

$ciTests[[15]][[16]]
Conditional independence test results using mi-sh 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.002324391



$final.calls
         name            type        explained.by explained.pval conditional.type conditional.on conditional.explained conditional.pval marginal.pval
1     tin_2.4 strong indirect             twi_2.4      0.7640303                                                                         1.320963e-01
2     tin_4.6 strong indirect  bin_10.12, twi_2.4      0.5873666                                                                         7.244114e-03
3     tin_6.8   no dependence                                 NA                                                                         8.029650e-01
4     bin_6.8 strong indirect           bin_10.12      0.8913175                                                                         1.054367e-01
5    bin_8.10 strong indirect           bin_10.12      0.7158488                                                                         8.737329e-02
6   bin_10.12          direct                                 NA                                                                         2.709776e-03
7     twi_2.4          direct                                 NA                                                                         7.814058e-06
8     twi_4.6 strong indirect             twi_2.4      0.4246267                                                                         1.255730e-02
9     twi_6.8   no dependence                                 NA                                                                         5.788043e-01
10    bap_6.8   no dependence                                 NA                                                                         3.455264e-01
11   mef2_2.4   no dependence                                 NA                                                                         4.986634e-01
12   mef2_4.6   no dependence                                 NA                                                                         6.512876e-01
13   mef2_6.8 strong indirect             twi_2.4      0.3292265                                                                         1.432970e-01
14  mef2_8.10 strong indirect twi_2.4, mef2_10.12      0.2176539                                                                         3.982764e-04
15 mef2_10.12          direct                                 NA                                                                         4.173005e-07
       log2FC
1  -1.3339007
2  -2.6988976
3   0.1016841
4   0.9735278
5   1.3885653
6   1.9328858
7        -Inf
8  -1.9188632
9  -0.3598959
10  0.5729899
11 -0.9899463
12  0.1713346
13  0.6324909
14  1.6463630
15  2.3665390

