GOBNILP Run started at: 2025-05-07 11:54:59.184286
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_2_7.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
9951 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
2787 set packing constraints declared
996 constraints linking arrows to family variables declared
102 arrow variables removed
249 constraints linking arrows to adjs declared
51 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -170208.27
**********
0<-15,3,6 -2118.6652760427587
15<-3,4,5 -12819.125429673955
6<-15,4,8 -7685.425500520976
3<- -13073.84831145069
1<-15,3,8 -5746.123303418701
8<-15,3,4 -10666.646509722594
10<- -6309.548360326676
11<-20,5,9 -2996.6568821093188
5<- -6311.513748924211
9<-4,7,8 -5220.742697786109
20<-0,8,9 -5428.673828789257
12<- -11548.399616333372
13<-15,17,2 -3211.1933700186037
2<-0,15,3 -5824.497370542367
17<-11,6 -7322.854957688131
14<-17,20 -5889.215474450856
4<-3 -11162.301584800138
16<-12 -2930.499890621638
18<- -6197.7727625443695
19<-12,23 -7602.636388033859
23<-0,2,3 -3832.9215215827226
21<-20,8,9 -6220.918011010812
22<-0,7,9 -6212.35344467779
7<-0,1,4 -7133.2913637962865
24<-1,23,9 -6742.4430659675145
**********
bnlearn modelstring = 
[0|15:6:3][15|5:4:3][6|4:15:8][3][1|8:15:3][8|4:15:3][10][11|5:9:20][5][9|4:8:7][20|8:9:0][12][13|2:15:17][2|15:0:3][17|6:11][14|20:17][4|3][16|12][18][19|23:12][23|2:0:3][21|8:9:20][22|9:0:7][7|4:0:1][24|23:9:1]

GOBNILP Run completed at: 2025-05-07 12:07:02.560714
