GOBNILP Run started at: 2025-05-07 09:19:39.740750
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_20000_0.5_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
65 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
9 set packing constraints declared
64 constraints linking arrows to family variables declared
178 arrow variables removed
16 constraints linking arrows to adjs declared
89 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -415395.48
**********
0<-4,9 -31217.85186003212
4<- -32452.594516687695
9<- -21795.42879544671
1<- -29975.633086785554
10<- -31076.155602057464
11<- -21627.451248771133
12<- -27873.56999816767
13<- -31848.223505477436
14<- -29895.431393968043
2<- -27918.210738897484
3<-5,7 -29449.462040714054
7<-4 -23825.66909413096
5<- -29460.098459725945
6<-2 -21531.961490485963
8<- -25447.739011308644
**********
bnlearn modelstring = 
[0|4:9][4][9][1][10][11][12][13][14][2][3|7:5][7|4][5][6|2][8]

GOBNILP Run completed at: 2025-05-07 09:19:45.607984
