GOBNILP Run started at: 2025-05-07 09:24:59.666461
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_2_2.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
17800 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
4252 set packing constraints declared
760 constraints linking arrows to family variables declared
0 arrow variables removed
190 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -142402.11
**********
0<-18,3,4 -4757.770286281548
4<-18,3,7 -3412.6985128013785
18<-12,3,7 -6004.460488930128
3<- -10869.720577685897
1<-10,17,6 -4726.6443871400825
6<-10,17,5 -11647.617365277862
17<-16,5,7 -4147.258779594607
10<-16,5,7 -5207.8309613966685
5<-13,3 -8706.216643535156
16<-13,3,7 -12212.729126403528
7<-13,5 -10166.398685831153
11<-12,13,3 -5688.567405342275
13<-3 -14656.182264637062
12<-10,17,8 -2775.038039011315
8<-16,17,6 -5453.752579630664
14<-1,18 -5932.490950367156
15<-11,17,18 -7528.582241439597
19<-0,6 -7307.474462648913
2<-12,14,9 -6230.500741629532
9<-12,5,8 -4970.1760685742975
**********
bnlearn modelstring = 
[0|4:18:3][4|18:3:7][18|3:12:7][3][1|6:17:10][6|5:17:10][17|5:16:7][10|5:16:7][5|13:3][16|13:3:7][7|5:13][11|3:13:12][13|3][12|8:17:10][8|16:6:17][14|18:1][15|11:17:18][19|6:0][2|9:12:14][9|5:12:8]

GOBNILP Run completed at: 2025-05-07 09:56:00.245858
