GOBNILP Run started at: 2025-05-07 09:18:30.344164
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_3.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
75 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
8 set packing constraints declared
60 constraints linking arrows to family variables declared
180 arrow variables removed
15 constraints linking arrows to adjs declared
90 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -103701.78
**********
0<- -5994.716437610004
1<- -8524.564573255802
10<-11,2 -7026.97927886804
11<- -7787.659229924262
2<-12 -6271.373094292992
12<-1 -6111.564453112352
13<-12 -7857.668913684662
14<- -7428.908146210541
3<- -5988.155912777621
4<- -6817.727616219476
5<- -7788.541124801536
6<- -6063.040422667326
7<- -5518.35137192006
8<- -6588.774721652329
9<- -7933.75677679179
**********
bnlearn modelstring = 
[0][1][10|11:2][11][2|12][12|1][13|12][14][3][4][5][6][7][8][9]

GOBNILP Run completed at: 2025-05-07 09:18:36.498659
