GOBNILP Run started at: 2025-05-07 10:55:24.577460
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1_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
2767 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
919 set packing constraints declared
852 constraints linking arrows to family variables declared
174 arrow variables removed
214 constraints linking arrows to adjs declared
86 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -168143.82
**********
0<- -9676.281476968252
1<-14,2,9 -8152.619508563037
9<-15 -3401.425373630703
14<- -7189.627262447497
2<-3,6 -6606.262632724666
10<-1,14,2 -6338.853789418898
11<-0 -6674.010012371161
12<-11 -7821.757872029043
13<-9 -6759.764472858637
15<- -9098.304816165819
16<- -6565.841508768526
17<- -5906.323654379548
18<-9 -7370.510479024665
19<- -5779.287293591058
3<- -7907.912030281982
6<- -7128.947992184246
20<-17,6 -5608.655284979949
21<-2 -6727.633731772507
22<-12,13 -5366.1403295218415
23<-10,13,18 -7649.113732324307
24<-10,7 -6047.318711076884
7<-11,15 -2677.598863969078
4<- -7043.824109990727
5<- -7800.718120405509
8<-10,16 -6845.087149140593
**********
bnlearn modelstring = 
[0][1|9:14:2][9|15][14][2|3:6][10|1:14:2][11|0][12|11][13|9][15][16][17][18|9][19][3][6][20|6:17][21|2][22|12:13][23|13:18:10][24|7:10][7|15:11][4][5][8|16:10]

GOBNILP Run completed at: 2025-05-07 10:57:43.345828
