GOBNILP Run started at: 2025-05-07 11:05:57.536495
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1.5_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
17044 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
4034 set packing constraints declared
1012 constraints linking arrows to family variables declared
94 arrow variables removed
254 constraints linking arrows to adjs declared
46 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -177641.36
**********
0<-10,11,8 -9044.396010243558
11<-9 -14756.67011630194
10<-11,23,9 -10759.33123165716
8<-10,11,9 -11163.135999778524
1<-4,7,9 -6251.070812577533
7<-0,11,9 -7532.304538626193
4<-12,22,6 -7323.487714358556
9<- -13368.118567780974
23<- -6257.7488184256135
12<-11,21,7 -3631.338022320144
21<-11,14,7 -6345.914793218339
13<- -7665.950594933182
14<-11,7,9 -7659.450672290875
15<-14,5,9 -3605.0817095863877
5<-1,12,9 -6678.81928430814
16<-1,12,4 -2590.0491142678966
17<-1,22,7 -3752.8497426505182
22<-10,14,6 -5623.689651670347
18<- -7199.561346568248
19<- -5433.9368126140125
2<-16,4 -3363.4426561222076
20<-21,22 -6960.001061074175
6<-0,21,7 -7076.350013707319
24<-18,2,9 -7622.290885772281
3<-1 -5976.373075203029
**********
bnlearn modelstring = 
[0|11:10:8][11|9][10|11:23:9][8|11:10:9][1|7:4:9][7|11:0:9][4|6:22:12][9][23][12|11:21:7][21|11:7:14][13][14|11:7:9][15|5:14:9][5|12:1:9][16|12:1:4][17|7:22:1][22|6:14:10][18][19][2|16:4][20|22:21][6|7:0:21][24|18:2:9][3|1]

GOBNILP Run completed at: 2025-05-07 11:37:59.481418
