GOBNILP Run started at: 2025-05-07 10:20:09.554548
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_2_7.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
15149 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3869 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 -578868.83
**********
0<-18,2,5 -29823.02573206061
2<-16,18,5 -10020.597575873957
5<-12,13,9 -12054.122874615094
18<- -46658.68248880477
1<-0,10,14 -11482.325358065214
10<-13,14,19 -25352.57082038736
14<-11,13,4 -35150.23974129011
19<-18,3,9 -21204.52608389133
13<- -24201.47492680232
11<- -28639.88240584157
12<-13,18,9 -38160.127400878344
9<-14,18,8 -51049.900417142715
4<-11,13,18 -42550.61011286111
15<-11,7,8 -37463.58381052719
7<-1,13,14 -42129.41383968478
8<-11,13,18 -23502.823819658726
16<-14,8,9 -28212.25236971798
17<-13,14,7 -20477.714951376816
3<-0,16 -26533.588944369716
6<-10,12,4 -24201.36186437017
**********
bnlearn modelstring = 
[0|2:5:18][2|16:18:5][5|12:13:9][18][1|0:10:14][10|19:14:13][14|4:11:13][19|9:18:3][13][11][12|9:18:13][9|14:18:8][4|18:11:13][15|11:7:8][7|14:1:13][8|18:11:13][16|14:9:8][17|14:7:13][3|0:16][6|4:10:12]

GOBNILP Run completed at: 2025-05-07 10:28:47.224238
