GOBNILP Run started at: 2025-05-07 10:32:56.399440
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_0.5_2.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
3214 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
848 set packing constraints declared
568 constraints linking arrows to family variables declared
316 arrow variables removed
147 constraints linking arrows to adjs declared
153 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -175802.55
**********
0<-18 -7884.297504848063
18<-3,7 -6077.22513003957
1<-5,9 -7427.575057159452
5<-3 -6414.050386636988
9<-3 -3671.36332281307
10<-24,7,8 -7559.127718295282
24<-12,13,16 -6723.367345945628
7<-13,24,8 -5879.948448723748
8<- -13299.626220200496
11<-16 -6864.361144759932
16<- -7601.276418654235
12<- -6993.098946054636
13<-12,16,8 -10354.280782044281
14<- -6001.570584021633
15<-17,3 -6686.948240574188
17<-2 -1931.2222066062468
3<-10,24 -2531.1092705865753
2<- -9954.526221697204
19<-23,5 -7446.354266163239
23<- -7701.347413737073
20<-10 -7573.714986758531
21<- -7461.829046769726
22<- -6016.22255203617
4<- -7996.04787674578
6<- -7752.06337641965
**********
bnlearn modelstring = 
[0|18][18|7:3][1|5:9][5|3][9|3][10|24:7:8][24|13:12:16][7|24:13:8][8][11|16][16][12][13|12:8:16][14][15|17:3][17|2][3|24:10][2][19|5:23][23][20|10][21][22][4][6]

GOBNILP Run completed at: 2025-05-07 10:35:27.634740
