GOBNILP Run started at: 2025-05-07 09:22:00.711980
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_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
1906 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
438 set packing constraints declared
420 constraints linking arrows to family variables declared
170 arrow variables removed
105 constraints linking arrows to adjs declared
85 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -135447.85
**********
0<-18 -6873.605493484768
18<-16,2,6 -6228.61267785965
1<-12,15 -6503.287795434256
12<-16,6 -5501.687040737347
15<-16 -7627.294797353538
10<-7 -7398.600155743751
7<- -5922.070913333781
11<-9 -6461.14955726403
9<- -7306.281552656858
16<-9 -5407.664936114733
6<- -7032.752993670039
13<-6 -6401.968239061827
14<- -7622.232675508585
17<-11 -7203.254157116317
2<- -6390.067397967569
19<-10,12 -7101.74904311595
3<- -5597.356134596302
4<- -7588.309296968568
5<- -7804.505430383106
8<- -7475.398289864658
**********
bnlearn modelstring = 
[0|18][18|16:6:2][1|12:15][12|16:6][15|16][10|7][7][11|9][9][16|9][6][13|6][14][17|11][2][19|12:10][3][4][5][8]

GOBNILP Run completed at: 2025-05-07 09:22:47.295656
