GOBNILP Run started at: 2025-05-07 09:18:28.971169
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_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
92 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
72 constraints linking arrows to family variables declared
174 arrow variables removed
19 constraints linking arrows to adjs declared
86 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -106527.89
**********
0<-11,6,9 -5630.288153360749
9<- -7876.372483909328
11<- -7800.822181541707
6<-10,11,9 -9800.777249740846
1<- -7904.771466937067
10<- -7947.07828136766
12<-0 -7929.3752572701205
13<- -6958.837933718148
14<-3 -5495.280648748632
3<- -6964.644117109823
2<- -5534.966793002191
4<- -7720.768355311218
5<- -7579.415806325347
7<-1,10 -6114.562285709543
8<- -5269.925338643668
**********
bnlearn modelstring = 
[0|9:11:6][9][11][6|10:9:11][1][10][12|0][13][14|3][3][2][4][5][7|10:1][8]

GOBNILP Run completed at: 2025-05-07 09:18:35.348650
