GOBNILP Run started at: 2025-05-07 09:19:45.608283
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_20000_0.5_9.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
1086 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
325 set packing constraints declared
312 constraints linking arrows to family variables declared
54 arrow variables removed
78 constraints linking arrows to adjs declared
27 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -421080.6
**********
0<-11 -27756.787190162326
11<- -35368.25923481419
1<-4,7 -31334.942265921498
4<-3 -31264.47691756592
7<- -24072.557648788443
10<-0 -15775.127554287816
12<-4,8,9 -27891.226793154092
8<- -26655.770040459072
9<-2 -30031.50727943805
13<- -31339.627780834995
14<- -30955.158058400135
2<- -27720.502119200897
3<-0 -28952.43414790984
5<-0,1 -23755.479845766175
6<-11,3 -28206.742769250144
**********
bnlearn modelstring = 
[0|11][11][1|4:7][4|3][7][10|0][12|4:8:9][8][9|2][13][14][2][3|0][5|1:0][6|11:3]

GOBNILP Run completed at: 2025-05-07 09:19:57.171934
