GOBNILP Run started at: 2025-05-07 10:42:49.844143
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_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
7857 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
1899 set packing constraints declared
690 constraints linking arrows to family variables declared
255 arrow variables removed
174 constraints linking arrows to adjs declared
126 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -169834.15
**********
0<-21,6 -6531.5017195485025
21<-15 -7773.564654329005
6<-22,4 -7729.256804883928
1<-16 -6057.585228997245
16<- -8230.306799190652
10<-8,9 -5769.726661768059
9<-14,15,5 -6427.483463415088
8<- -7665.950594933182
11<-14,16,21 -5422.669712132467
14<-22 -7050.83132182948
12<-16 -3589.845744004996
13<- -6608.168156470081
22<-16 -7932.428540313201
15<- -7199.561346568248
17<- -5433.9368126140125
18<- -6257.7488184256135
19<- -7802.224058703891
2<-16 -6678.09832962388
20<-21,22 -7717.471509813903
23<- -7819.99366696739
24<- -7827.087700084006
3<-1 -7910.78085762281
4<- -6011.801774319836
5<-1,12 -5314.624968991785
7<-1,12,22 -7071.503028252855
**********
bnlearn modelstring = 
[0|21:6][21|15][6|4:22][1|16][16][10|9:8][9|15:14:5][8][11|21:14:16][14|22][12|16][13][22|16][15][17][18][19][2|16][20|21:22][23][24][3|1][4][5|1:12][7|1:12:22]

GOBNILP Run completed at: 2025-05-07 11:02:31.103260
