GOBNILP Run started at: 2025-05-07 14:10:22.216020
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_2_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
16101 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
4475 set packing constraints declared
1014 constraints linking arrows to family variables declared
93 arrow variables removed
254 constraints linking arrows to adjs declared
46 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -720687.08
**********
0<- -31692.363220387266
1<-4,5,9 -28732.248576351085
9<-12,21,3 -8426.796604701032
4<-14,18,2 -30557.324122082682
5<-12,3 -26330.768812280767
10<- -39154.00017451645
11<-1,16,9 -24323.96841893212
16<-14,9 -25053.02240843136
12<- -25449.164270784906
13<-11,20,24 -44407.895563921826
20<-10,21,4 -30840.264001774594
24<-1,20,3 -30959.082741701095
14<- -31032.89991825792
15<-10,12,14 -33831.32386859175
17<- -28543.05142830205
18<-16,2,3 -38105.82866495803
2<-17 -27324.294802895416
3<-12,15,21 -11000.709609065545
19<-23,4,5 -29162.19267735158
23<- -21247.89216414733
21<-14,15,6 -43383.65178337084
6<-10,12,15 -24876.319213705843
22<- -28537.01504130478
7<-1,18,8 -20654.714665078172
8<-1,10,18 -37060.28586649734
**********
bnlearn modelstring = 
[0][1|9:4:5][9|3:21:12][4|2:18:14][5|3:12][10][11|9:16:1][16|9:14][12][13|20:24:11][20|4:10:21][24|3:20:1][14][15|10:14:12][17][18|2:16:3][2|17][3|21:15:12][19|4:23:5][23][21|14:15:6][6|10:15:12][22][7|18:1:8][8|18:10:1]

GOBNILP Run completed at: 2025-05-07 15:15:08.786567
