GOBNILP Run started at: 2025-05-07 09:19:36.556959
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_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
90 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
23 set packing constraints declared
68 constraints linking arrows to family variables declared
176 arrow variables removed
17 constraints linking arrows to adjs declared
88 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -411331.93
**********
0<-12 -17670.71470817138
12<- -41546.56742904105
1<- -31160.579789324354
10<- -27953.618973732755
11<-0,6,9 -15274.737255116348
6<-0,10,9 -33584.79360264334
9<- -30198.105298524177
13<- -25049.06658504549
14<- -32685.178958022392
2<- -29911.502767097347
3<-14 -15594.222955453717
4<- -23549.006166373478
5<- -30353.750110690242
7<-1 -29340.749671306377
8<- -27459.33326289841
**********
bnlearn modelstring = 
[0|12][12][1][10][11|6:9:0][6|9:0:10][9][13][14][2][3|14][4][5][7|1][8]

GOBNILP Run completed at: 2025-05-07 09:19:42.682996
