GOBNILP Run started at: 2025-05-07 09:25:31.868599
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_2_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
11226 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2630 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -136088.74
**********
0<-17,9 -6504.278349079615
17<-11,18,6 -2782.989653411072
9<-11 -10643.085853367673
1<-11,2,6 -7376.161651489832
11<- -14230.832629464463
6<-11,18,9 -4942.364695277514
2<-17,6,9 -3246.22636152377
10<-14,18,19 -6141.002919755831
14<- -6115.038610698187
18<-11,9 -15676.767202636716
19<-6 -7586.306212783754
12<-11,17,4 -7048.169517485849
4<-1,17,6 -3675.6071314187157
13<-16,7 -7977.199704981672
16<-11,12,4 -4481.0158979046955
7<-12,15 -3868.307712751675
15<-12,17 -5019.417090946209
3<- -5715.664396844639
5<-13,2 -6864.131758636119
8<-15,16 -6194.168490808076
**********
bnlearn modelstring = 
[0|17:9][17|11:6:18][9|11][1|11:6:2][11][6|11:18:9][2|17:6:9][10|14:18:19][14][18|11:9][19|6][12|11:17:4][4|17:6:1][13|16:7][16|11:4:12][7|15:12][15|17:12][3][5|2:13][8|15:16]

GOBNILP Run completed at: 2025-05-07 10:37:42.471836
