GOBNILP Run started at: 2025-05-07 09:18:43.662281
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_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
341 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
97 set packing constraints declared
216 constraints linking arrows to family variables declared
102 arrow variables removed
54 constraints linking arrows to adjs declared
51 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -100585.64
**********
0<- -5994.716437610004
1<-12 -6925.600003391784
12<- -6588.774721652329
10<-11,2 -7687.85498963466
11<- -5518.35137192006
2<-1,12 -6850.108245058568
13<-12,7 -6877.098481821672
7<-5 -3621.600764018537
14<- -7933.75677679179
3<-6,7 -5421.519311666357
6<- -6817.727616219476
4<- -5988.155912777621
5<- -11543.083015868064
8<- -6063.040422667326
9<-3 -6754.2514234533
**********
bnlearn modelstring = 
[0][1|12][12][10|11:2][11][2|1:12][13|12:7][7|5][14][3|6:7][6][4][5][8][9|3]

GOBNILP Run completed at: 2025-05-07 09:18:53.989159
