GOBNILP Run started at: 2025-05-07 09:19:05.479413
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_5000_1.5_5.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
3803 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
950 set packing constraints declared
420 constraints linking arrows to family variables declared
0 arrow variables removed
105 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -103229.58
**********
0<-4,7,9 -7634.1336045516455
7<- -8067.713928870011
4<-14,2,7 -8309.947736216649
9<-10,5 -6443.183861707202
1<-12,7,8 -5490.112480081314
12<-14,4 -6764.038727050197
8<-14,4,7 -11400.124974743952
10<-2 -7991.211077413091
2<- -5589.4315158111585
11<-0,4,9 -4558.949228525105
14<- -7129.207556460673
13<-4 -7230.891758729994
3<-13,5,7 -7192.998197586852
5<-1,2,8 -2133.4883463674905
6<-14,2 -7294.149315532323
**********
bnlearn modelstring = 
[0|7:4:9][7][4|2:7:14][9|5:10][1|7:12:8][12|14:4][8|7:14:4][10|2][2][11|0:4:9][14][13|4][3|7:5:13][5|2:1:8][6|2:14]

GOBNILP Run completed at: 2025-05-07 09:19:39.738847
