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 
1.309208e-01 1.169569e-02 8.643672e-01 8.873430e-02 5.731205e-02 4.014886e-04 5.932850e-03 1.473022e-02 5.199057e-01 3.559017e-01 4.723575e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.944754e-01 1.411559e-01 7.150445e-05 1.380354e-09 

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

setE.names
[1] "tin_4.6"    "bin_6.8"    "bin_8.10"   "bin_10.12"  "twi_2.4"    "twi_4.6"    "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 mef2_6.8
tin_2.4         NA      NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA       NA
tin_4.6         NA      NA      NA 0.003282101 7.547704e-01 1.279439e-01 6.577651e-05 4.386055e-19      NA      NA       NA       NA       NA
tin_6.8         NA      NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA       NA
bin_6.8         NA      NA      NA          NA 6.039351e-18 9.575743e-13 3.517778e-03 8.746911e-02      NA      NA       NA       NA       NA
bin_8.10        NA      NA      NA          NA           NA 4.429540e-19 2.859653e-03 8.330041e-02      NA      NA       NA       NA       NA
bin_10.12       NA      NA      NA          NA           NA           NA 1.643658e-04 3.938552e-02      NA      NA       NA       NA       NA
twi_2.4         NA      NA      NA          NA           NA           NA           NA 1.590030e-07      NA      NA       NA       NA       NA
twi_4.6         NA      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       NA
bap_6.8         NA      NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA       NA
mef2_2.4        NA      NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA       NA
mef2_4.6        NA      NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA       NA
mef2_6.8        NA      NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA       NA
mef2_8.10       NA      NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA       NA
mef2_10.12      NA      NA      NA          NA           NA           NA           NA           NA      NA      NA       NA       NA       NA
              mef2_8.10   mef2_10.12
tin_2.4              NA           NA
tin_4.6    0.4738624660 3.244411e-01
tin_6.8              NA           NA
bin_6.8    0.0004265919 7.105197e-01
bin_8.10   0.0490814834 7.931125e-01
bin_10.12  0.2609873027 4.559082e-01
twi_2.4    0.0110299982 3.517778e-03
twi_4.6    0.8582385084 4.125031e-02
twi_6.8              NA           NA
bap_6.8              NA           NA
mef2_2.4             NA           NA
mef2_4.6             NA           NA
mef2_6.8             NA           NA
mef2_8.10            NA 7.633493e-16
mef2_10.12           NA           NA

expC.p.vals
           tin_2.4 tin_4.6 tin_6.8     bin_6.8     bin_8.10    bin_10.12     twi_2.4      twi_4.6 twi_6.8 bap_6.8 mef2_2.4 mef2_4.6 mef2_6.8
tin_2.4         NA      NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA       NA
tin_4.6         NA      NA      NA 0.002582556 9.736400e-01 5.714808e-01 0.002714994 5.876418e-17      NA      NA       NA       NA       NA
tin_6.8         NA      NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA       NA
bin_6.8         NA      NA      NA          NA 1.612812e-16 4.047886e-11 0.028539916 1.274456e-01      NA      NA       NA       NA       NA
bin_8.10        NA      NA      NA          NA           NA 6.002339e-18 0.022976494 7.911406e-02      NA      NA       NA       NA       NA
bin_10.12       NA      NA      NA          NA           NA           NA 0.004470624 1.165309e-02      NA      NA       NA       NA       NA
twi_2.4         NA      NA      NA          NA           NA           NA          NA 1.298198e-05      NA      NA       NA       NA       NA
twi_4.6         NA      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       NA
bap_6.8         NA      NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA       NA
mef2_2.4        NA      NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA       NA
mef2_4.6        NA      NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA       NA
mef2_6.8        NA      NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA       NA
mef2_8.10       NA      NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA       NA
mef2_10.12      NA      NA      NA          NA           NA           NA          NA           NA      NA      NA       NA       NA       NA
             mef2_8.10   mef2_10.12
tin_2.4             NA           NA
tin_4.6    0.225239123 6.270445e-01
tin_6.8             NA           NA
bin_6.8    0.005596492 3.070300e-01
bin_8.10   0.029894112 8.993368e-01
bin_10.12  0.715157687 5.634783e-01
twi_2.4    0.211627316 2.210636e-01
twi_4.6    0.417115035 2.430045e-01
twi_6.8             NA           NA
bap_6.8             NA           NA
mef2_2.4            NA           NA
mef2_4.6            NA           NA
mef2_6.8            NA           NA
mef2_8.10           NA 1.816839e-14
mef2_10.12          NA           NA

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

adjC at n = 1 
[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


ciTests.adjC at n = 1 
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09



adjC.pvals at n = 1 
   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 |     twi_4.6 vs class |  
          2.320572e-01           9.075255e-01           7.004984e-01           7.458594e-02           5.739613e-02           3.490517e-01 
 mef2_8.10 vs class |  mef2_10.12 vs class |  
          6.040486e-03           5.102572e-06 

adjC.pvals.inx at n = 1 
   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 |     twi_4.6 vs class |  
                     6                      4                      4                      5                      8                      6 
 mef2_8.10 vs class |  mef2_10.12 vs class |  
                     6                      6 

adjC.pvals (adjusted) at n = 1 
   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 |     twi_4.6 vs class |  
          2.320572e-01           9.075255e-01           7.004984e-01           7.458594e-02           5.739613e-02           3.490517e-01 
 mef2_8.10 vs class |  mef2_10.12 vs class |  
          6.040486e-03           5.102572e-06 

adjC.delete
 tin_4.6 vs class |   bin_6.8 vs class |  bin_8.10 vs class |   twi_4.6 vs class |  
                   1                    2                    3                    6 

delete.inx
[1] 2 4 5 8

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

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[1]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572



ciTests.adjC.removed
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847



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

adjC
[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

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

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

adjC at n = 2 
[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


ciTests.adjC at n = 2 
$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$`bin_10.12 vs class | `[[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | `[[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | `[[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371


$`mef2_10.12 vs class | `
$`mef2_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

$`mef2_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$`mef2_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$`mef2_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

$`mef2_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$`mef2_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

$`mef2_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$`mef2_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$`mef2_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

$`mef2_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$`mef2_10.12 vs class | `[[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



adjC.pvals at n = 2 
 bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
          0.1461844256           0.3079544486           0.1653371158           0.0001025592 

adjC.pvals.inx at n = 2 
 bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
                     9                     10                     11                     11 

adjC.pvals (adjusted) at n = 2 
 bin_10.12 vs class |     twi_2.4 vs class |   mef2_8.10 vs class |  mef2_10.12 vs class |  
          0.1461844256           0.3079544486           0.1653371158           0.0001025592 

adjC.delete
bin_10.12 vs class |    twi_2.4 vs class |  mef2_8.10 vs class |  
                    1                     2                     3 

delete.inx
[1]  6  7 14

to.delete
[1]  TRUE  TRUE  TRUE FALSE

jointTests
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[1]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[3]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

[[4]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

[[5]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447



ciTests.adjC.removed
$`tin_4.6 vs class | `
$`tin_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$`tin_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$`tin_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$`tin_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$`tin_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$`tin_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$`tin_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$`tin_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$`bin_6.8 vs class | `
$`bin_6.8 vs class | `[[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$`bin_6.8 vs class | `[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$`bin_6.8 vs class | `[[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$`bin_6.8 vs class | `[[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$`bin_6.8 vs class | `[[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$`bin_6.8 vs class | `[[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$`bin_6.8 vs class | `[[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$`bin_6.8 vs class | `[[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$`bin_8.10 vs class | `
$`bin_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$`bin_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$`bin_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

$`bin_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$`bin_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$`bin_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$`bin_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$`bin_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


$`twi_4.6 vs class | `
$`twi_4.6 vs class | `[[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$`twi_4.6 vs class | `[[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$`twi_4.6 vs class | `[[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$`twi_4.6 vs class | `[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

$`twi_4.6 vs class | `[[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$`twi_4.6 vs class | `[[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$`twi_4.6 vs class | `[[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$`twi_4.6 vs class | `[[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$`bin_10.12 vs class | `
$`bin_10.12 vs class | `[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$`bin_10.12 vs class | `[[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$`bin_10.12 vs class | `[[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$`bin_10.12 vs class | `[[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

$`bin_10.12 vs class | `[[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$`bin_10.12 vs class | `[[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$`bin_10.12 vs class | `[[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$`bin_10.12 vs class | `[[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$`bin_10.12 vs class | `[[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$`bin_10.12 vs class | `[[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$`bin_10.12 vs class | `[[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


$`twi_2.4 vs class | `
$`twi_2.4 vs class | `[[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$`twi_2.4 vs class | `[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$`twi_2.4 vs class | `[[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$`twi_2.4 vs class | `[[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

$`twi_2.4 vs class | `[[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$`twi_2.4 vs class | `[[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$`twi_2.4 vs class | `[[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$`twi_2.4 vs class | `[[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$`twi_2.4 vs class | `[[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$`twi_2.4 vs class | `[[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$`twi_2.4 vs class | `[[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


$`mef2_8.10 vs class | `
$`mef2_8.10 vs class | `[[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

$`mef2_8.10 vs class | `[[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$`mef2_8.10 vs class | `[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$`mef2_8.10 vs class | `[[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

$`mef2_8.10 vs class | `[[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$`mef2_8.10 vs class | `[[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$`mef2_8.10 vs class | `[[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$`mef2_8.10 vs class | `[[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$`mef2_8.10 vs class | `[[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$`mef2_8.10 vs class | `[[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$`mef2_8.10 vs class | `[[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371



Variables left after iteration 2 : mef2_10.12 

adjC
[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

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

ciTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.8643672


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

[[5]][[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


[[6]]
[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

[[6]][[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


[[7]]
[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[7]][[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

[[7]][[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


[[8]]
[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


[[9]]
[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5199057


[[10]]
[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3559017


[[11]]
[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4723575


[[12]]
[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6944754


[[13]]
[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559


[[14]]
[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

[[14]][[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

[[14]][[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371


[[15]]
[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

[[15]][[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

[[15]][[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



adjC.uncond

[1] 15

adjC.filtered

[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


adjC.before.filtering

[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


jointTests.before.filtering
[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[1]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[3]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

[[4]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

[[5]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447



jointTests

[[1]]
[[1]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

[[1]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608


[[2]]
[[2]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572


[[3]]
[[3]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

[[3]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844


[[4]]
[[4]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

[[4]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788


[[5]]
[[5]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

[[5]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447



adjC
[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


removed.ids
[1] "tin_4.6 vs class | "   "bin_6.8 vs class | "   "bin_8.10 vs class | "  "twi_4.6 vs class | "   "bin_10.12 vs class | " "twi_2.4 vs class | "  
[7] "mef2_8.10 vs class | "

direct.nodes
[[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09


indirect.nodes
[[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

[[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

[[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

[[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022


joint.nodes
[[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

[[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

[[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05


conditional.nodes
NULL

direct.inx
mef2_10.12 
        15 

indirect.inx
 tin_4.6  bin_6.8 bin_8.10  twi_4.6 
       2        4        5        8 

joint.inx
bin_10.12   twi_2.4 mef2_8.10 
        6         7        14 

conditional.inx
NULL

Dsep
$tin_2.4
NULL

$tin_4.6
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188

$tin_6.8
NULL

$bin_6.8
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$bin_8.10
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999

$bin_10.12
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$twi_2.4
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$twi_4.6
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847

$twi_6.8
NULL

$bap_6.8
NULL

$mef2_2.4
NULL

$mef2_4.6
NULL

$mef2_6.8
NULL

$mef2_8.10
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371

$mef2_10.12
NULL


all.joint.ids
 [1] "bin_8.10 vs class | bin_6.8"             "bin_6.8 vs class | bin_8.10"             "twi_4.6 vs class | tin_4.6"             
 [4] "tin_4.6 vs class | twi_4.6"              "twi_2.4 vs class | bin_10.12,mef2_8.10"  "bin_10.12 vs class | twi_2.4,mef2_8.10" 
 [7] "twi_2.4 vs class | bin_10.12,mef2_10.12" "bin_10.12 vs class | twi_2.4,mef2_10.12" "mef2_8.10 vs class | twi_2.4,mef2_10.12"
[10] "twi_2.4 vs class | mef2_8.10,mef2_10.12"

edges
[[1]]
EDGE mef2_10.12[15] -> tin_4.6[2] based on 1 test(s)

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

[[3]]
EDGE mef2_10.12[15] -> bin_8.10[5] based on 1 test(s)

[[4]]
EDGE mef2_10.12[15] -> twi_4.6[8] based on 1 test(s)

[[5]]
EDGE twi_2.4[7] <-> bin_10.12[6] based on 2 test(s)

[[6]]
EDGE mef2_8.10[14] <-> twi_2.4[7] based on 2 test(s)

[[7]]
EDGE twi_2.4[7] - - mef2_10.12[15] based on 2 test(s)

[[8]]
EDGE mef2_8.10[14] - 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 
1.309208e-01 1.169569e-02 8.643672e-01 8.873430e-02 5.731205e-02 4.014886e-04 5.932850e-03 1.473022e-02 5.199057e-01 3.559017e-01 4.723575e-01 
    mef2_4.6     mef2_6.8    mef2_8.10   mef2_10.12 
6.944754e-01 1.411559e-01 7.150445e-05 1.380354e-09 

$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_4.6    bin_6.8   bin_8.10  bin_10.12    twi_2.4    twi_4.6  mef2_8.10 mef2_10.12 
         2          4          5          6          7          8         14         15 

$ciTests
$ciTests[[1]]
$ciTests[[1]][[1]]
Conditional independence test results using x2 
  tin_2.4[1] vs class[16], cond=[], reliable=TRUE, p.value=0.1309208


$ciTests[[2]]
$ciTests[[2]][[1]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=[], reliable=TRUE, p.value=0.01169569

$ciTests[[2]][[2]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.04609245

$ciTests[[2]][[3]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.06751347

$ciTests[[2]][[4]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1076135

$ciTests[[2]][[5]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.1759997

$ciTests[[2]][[6]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.2320572

$ciTests[[2]][[7]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.09688611

$ciTests[[2]][[8]]
Conditional independence test results using x2 
  tin_4.6[2] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.1630188


$ciTests[[3]]
$ciTests[[3]][[1]]
Conditional independence test results using x2 
  tin_6.8[3] vs class[16], cond=[], reliable=TRUE, p.value=0.8643672


$ciTests[[4]]
$ciTests[[4]][[1]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=[], reliable=TRUE, p.value=0.0887343

$ciTests[[4]][[2]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.02777605

$ciTests[[4]][[3]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.5979608

$ciTests[[4]][[4]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.9075255

$ciTests[[4]][[5]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.6423153

$ciTests[[4]][[6]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.1122195

$ciTests[[4]][[7]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.6736478

$ciTests[[4]][[8]]
Conditional independence test results using x2 
  bin_6.8[4] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.04270822


$ciTests[[5]]
$ciTests[[5]][[1]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=[], reliable=TRUE, p.value=0.05731205

$ciTests[[5]][[2]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.1489367

$ciTests[[5]][[3]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.459481

$ciTests[[5]][[4]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.7004984

$ciTests[[5]][[5]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.5821516

$ciTests[[5]][[6]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.002329143

$ciTests[[5]][[7]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.01230797

$ciTests[[5]][[8]]
Conditional independence test results using x2 
  bin_8.10[5] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.143999


$ciTests[[6]]
$ciTests[[6]][[1]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=[], reliable=TRUE, p.value=0.0004014886

$ciTests[[6]][[2]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.004831333

$ciTests[[6]][[3]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.0103029

$ciTests[[6]][[4]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.00558334

$ciTests[[6]][[5]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.07458594

$ciTests[[6]][[6]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=1.623221e-09

$ciTests[[6]][[7]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.002102057

$ciTests[[6]][[8]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.0005804828

$ciTests[[6]][[9]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.1461844

$ciTests[[6]][[10]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1168788

$ciTests[[6]][[11]]
Conditional independence test results using x2 
  bin_10.12[6] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.0009014926


$ciTests[[7]]
$ciTests[[7]][[1]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=[], reliable=TRUE, p.value=0.00593285

$ciTests[[7]][[2]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.05501102

$ciTests[[7]][[3]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.02696271

$ciTests[[7]][[4]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.02688509

$ciTests[[7]][[5]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.03999493

$ciTests[[7]][[6]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=0.05238545

$ciTests[[7]][[7]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.04195375

$ciTests[[7]][[8]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.05739613

$ciTests[[7]][[9]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=0.169226

$ciTests[[7]][[10]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.3079544

$ciTests[[7]][[11]]
Conditional independence test results using x2 
  twi_2.4[7] vs class[16], cond=mef2_8.10,mef2_10.12[14,15], reliable=TRUE, p.value=0.2962447


$ciTests[[8]]
$ciTests[[8]][[1]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=[], reliable=TRUE, p.value=0.01473022

$ciTests[[8]][[2]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=0.2397335

$ciTests[[8]][[3]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.03339494

$ciTests[[8]][[4]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=0.0282495

$ciTests[[8]][[5]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.1231066

$ciTests[[8]][[6]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.3490517

$ciTests[[8]][[7]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=0.139942

$ciTests[[8]][[8]]
Conditional independence test results using x2 
  twi_4.6[8] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.283847


$ciTests[[9]]
$ciTests[[9]][[1]]
Conditional independence test results using x2 
  twi_6.8[9] vs class[16], cond=[], reliable=TRUE, p.value=0.5199057


$ciTests[[10]]
$ciTests[[10]][[1]]
Conditional independence test results using x2 
  bap_6.8[10] vs class[16], cond=[], reliable=TRUE, p.value=0.3559017


$ciTests[[11]]
$ciTests[[11]][[1]]
Conditional independence test results using x2 
  mef2_2.4[11] vs class[16], cond=[], reliable=TRUE, p.value=0.4723575


$ciTests[[12]]
$ciTests[[12]][[1]]
Conditional independence test results using x2 
  mef2_4.6[12] vs class[16], cond=[], reliable=TRUE, p.value=0.6944754


$ciTests[[13]]
$ciTests[[13]][[1]]
Conditional independence test results using x2 
  mef2_6.8[13] vs class[16], cond=[], reliable=TRUE, p.value=0.1411559


$ciTests[[14]]
$ciTests[[14]][[1]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=[], reliable=TRUE, p.value=7.150445e-05

$ciTests[[14]][[2]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=5.10384e-05

$ciTests[[14]][[3]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=0.001200605

$ciTests[[14]][[4]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=4.266881e-05

$ciTests[[14]][[5]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=0.0004567856

$ciTests[[14]][[6]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=0.006040486

$ciTests[[14]][[7]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=6.351908e-05

$ciTests[[14]][[8]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=mef2_10.12[15], reliable=TRUE, p.value=0.003998935

$ciTests[[14]][[9]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=0.01892829

$ciTests[[14]][[10]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=bin_10.12,mef2_10.12[6,15], reliable=TRUE, p.value=0.00661356

$ciTests[[14]][[11]]
Conditional independence test results using x2 
  mef2_8.10[14] vs class[16], cond=twi_2.4,mef2_10.12[7,15], reliable=TRUE, p.value=0.1653371


$ciTests[[15]]
$ciTests[[15]][[1]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=[], reliable=TRUE, p.value=1.380354e-09

$ciTests[[15]][[2]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=tin_4.6[2], reliable=TRUE, p.value=1.444791e-08

$ciTests[[15]][[3]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_6.8[4], reliable=TRUE, p.value=1.553762e-09

$ciTests[[15]][[4]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_8.10[5], reliable=TRUE, p.value=9.780574e-09

$ciTests[[15]][[5]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12[6], reliable=TRUE, p.value=4.265169e-09

$ciTests[[15]][[6]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4[7], reliable=TRUE, p.value=5.102572e-06

$ciTests[[15]][[7]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_4.6[8], reliable=TRUE, p.value=4.183555e-08

$ciTests[[15]][[8]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=mef2_8.10[14], reliable=TRUE, p.value=1.776045e-09

$ciTests[[15]][[9]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,twi_2.4[6,7], reliable=TRUE, p.value=2.674418e-05

$ciTests[[15]][[10]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=bin_10.12,mef2_8.10[6,14], reliable=TRUE, p.value=5.256964e-10

$ciTests[[15]][[11]]
Conditional independence test results using x2 
  mef2_10.12[15] vs class[16], cond=twi_2.4,mef2_8.10[7,14], reliable=TRUE, p.value=0.0001025592



$final.calls
         name            type         explained.by explained.pval conditional.type conditional.on conditional.explained conditional.pval
1     tin_2.4   no dependence                                  NA                                                                       
2     tin_4.6 strong indirect           mef2_10.12      0.1630188                                                                       
3     tin_6.8   no dependence                                  NA                                                                       
4     bin_6.8   weak indirect            bin_10.12      0.9075255                                                                       
5    bin_8.10 strong indirect           mef2_10.12      0.1439990                                                                       
6   bin_10.12           joint   twi_2.4, mef2_8.10      0.1461844                                                                       
7     twi_2.4           joint bin_10.12, mef2_8.10      0.1692260                                                                       
8     twi_4.6 strong indirect           mef2_10.12      0.2838470                                                                       
9     twi_6.8   no dependence                                  NA                                                                       
10    bap_6.8   no dependence                                  NA                                                                       
11   mef2_2.4   no dependence                                  NA                                                                       
12   mef2_4.6   no dependence                                  NA                                                                       
13   mef2_6.8   no dependence                                  NA                                                                       
14  mef2_8.10           joint  twi_2.4, mef2_10.12      0.1653371                                                                       
15 mef2_10.12          direct                                  NA                                                                       
   marginal.pval     log2FC
1   1.309208e-01 -1.3339007
2   1.169569e-02 -2.6988976
3   8.643672e-01  0.1016841
4   8.873430e-02  0.9735278
5   5.731205e-02  1.3885653
6   4.014886e-04  1.9328858
7   5.932850e-03       -Inf
8   1.473022e-02 -1.9188632
9   5.199057e-01 -0.3598959
10  3.559017e-01  0.5729899
11  4.723575e-01 -0.9899463
12  6.944754e-01  0.1713346
13  1.411559e-01  0.6324909
14  7.150445e-05  1.6463630
15  1.380354e-09  2.3665390

