GOBNILP Run started at: 2025-05-07 14:06:42.541514
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_2_0.dat --output_stem output --score GaussianBIC --palim 3 --nsols 1 --verbose 1

C ADTree implementation unavailable, so learning with discrete data may be slow.
ADTree implementation is here: https://bitbucket.org/jamescussens/pyadtree
No module named 'adtree'
Set parameter LicenseID to value 2623789
Set parameter PreCrush to value 1
Set parameter CutPasses to value 100000
Set parameter GomoryPasses to value 100000
Set parameter MIPFocus to value 2
Set parameter ZeroHalfCuts to value 2
Set parameter MIPGap to value 0
Set parameter MIPGapAbs to value 0
22164 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
5919 set packing constraints declared
1104 constraints linking arrows to family variables declared
48 arrow variables removed
276 constraints linking arrows to adjs declared
24 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -712101.55
**********
0<-1,21,22 -22488.325601196608
22<-16,5,7 -23832.889179138692
1<-18,22,8 -18424.971445388444
21<-1,17,22 -39931.97645841426
18<-17,22,8 -40586.3222491487
8<-14,6,9 -25249.341219286107
10<-16,24 -29321.050120530934
16<-3,7,9 -11620.95989375188
24<-14,16 -11835.549597587458
11<-14,8 -17896.7626266098
14<-16,22,9 -38433.73685879028
12<- -22645.229283970482
13<-23 -23495.77110059668
23<-19 -27995.6758124837
9<-3 -33860.45957595847
15<-10,22,8 -30279.890074094517
7<-3,5,9 -35525.94939806083
3<- -73325.80917108177
17<-2 -26209.180491711697
2<-15,19,6 -26869.136212760255
19<-11,22,6 -19340.070021790765
6<-14,22,9 -37374.34502747506
20<-6,8 -28033.617965141173
5<-3,9 -19806.663329998417
4<-19 -27717.865790051852
**********
bnlearn modelstring = 
[0|22:1:21][22|16:7:5][1|18:22:8][21|22:17:1][18|22:17:8][8|14:9:6][10|16:24][16|9:7:3][24|16:14][11|14:8][14|16:22:9][12][13|23][23|19][9|3][15|22:10:8][7|9:5:3][3][17|2][2|15:19:6][19|22:6:11][6|22:14:9][20|8:6][5|9:3][4|19]

GOBNILP Run completed at: 2025-05-07 17:06:44.031919
