GOBNILP Run started at: 2025-05-07 09:18:41.196742
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_5000_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
962 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
282 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 -102078.33
**********
0<-3 -7416.038879069752
3<-4 -4328.724663946353
1<-4,7 -6111.885832438956
4<- -12373.572849574135
7<- -6613.088800477705
10<-0 -2546.480611827309
11<-0 -5930.896172790687
12<-4,8,9 -7978.086827025321
8<- -6575.3192781914495
9<- -10957.578982995929
13<- -6516.322142575275
14<- -7701.428851577333
2<-9 -3762.935967000686
5<-0,1 -6778.605875299499
6<-11,3 -6487.36157622084
**********
bnlearn modelstring = 
[0|3][3|4][1|4:7][4][7][10|0][11|0][12|4:8:9][8][9][13][14][2|9][5|1:0][6|3:11]

GOBNILP Run completed at: 2025-05-07 09:19:05.478119
