GOBNILP Run started at: 2025-05-07 09:19:38.893505
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_4.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
479 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
148 set packing constraints declared
264 constraints linking arrows to family variables declared
78 arrow variables removed
66 constraints linking arrows to adjs declared
39 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -405954.27
**********
0<-6 -17565.612987760567
6<- -37146.357188674985
1<- -28511.73147341027
10<-0,12,5 -24050.649353274384
12<-4 -20986.372259271055
5<-9 -24583.32297427441
11<-0 -29415.260785348015
4<- -31728.83208331687
13<- -25667.263575262412
14<- -28958.53411164722
2<-3,9 -23219.506325914517
9<- -27557.27429982155
3<- -24727.333249726064
7<-8 -31958.71734849553
8<-11 -29877.497463314412
**********
bnlearn modelstring = 
[0|6][6][1][10|0:12:5][12|4][5|9][11|0][4][13][14][2|9:3][9][3][7|8][8|11]

GOBNILP Run completed at: 2025-05-07 09:19:51.514408
