GOBNILP Run started at: 2025-05-07 09:39:41.611140
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_1_8.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
932 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
328 set packing constraints declared
404 constraints linking arrows to family variables declared
178 arrow variables removed
101 constraints linking arrows to adjs declared
89 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -533576.64
**********
0<- -22172.113037418654
1<- -30746.887269346284
10<- -24284.547622978604
11<-1 -24123.86070791012
12<- -28904.379903781533
13<-19 -13898.411639598804
19<- -43498.38224840593
14<- -28586.759887036078
15<-7 -21909.97225627312
7<-2 -19676.742996601755
16<- -22094.393980453206
17<-10,13,14 -33424.91307548679
18<- -29115.90729224294
2<-10,3,6 -23686.918769521733
3<-13,14,17 -48558.16522957231
6<-10,17,3 -21795.913588791933
4<-13 -19677.069940816164
5<-14,8 -22759.026149983365
8<-11,15 -31924.33581253075
9<- -22737.941122159198
**********
bnlearn modelstring = 
[0][1][10][11|1][12][13|19][19][14][15|7][7|2][16][17|10:13:14][18][2|10:3:6][3|17:13:14][6|10:3:17][4|13][5|14:8][8|15:11][9]

GOBNILP Run completed at: 2025-05-07 09:40:00.661784
