GOBNILP Run started at: 2025-05-07 11:02:31.104835
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_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
10417 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
2931 set packing constraints declared
1004 constraints linking arrows to family variables declared
98 arrow variables removed
251 constraints linking arrows to adjs declared
49 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -173774.23
**********
0<- -7885.916762980664
1<-4,5,9 -6215.861623144303
4<- -7996.04787674578
9<-14,16,24 -2411.2618693564855
5<-17,3 -5439.625364477431
10<-3 -6154.919494059989
3<-24,9 -4274.119129945876
11<-1,16 -7506.61391620815
16<-13,24,7 -7220.904038782062
12<-13,16,24 -6806.956589632138
13<-14,24,7 -9811.703534172875
24<- -12252.078621182292
14<- -6001.570584021633
7<- -7564.565459151979
15<-12,3,6 -6902.016184105274
6<- -7752.06337641965
17<-2 -5131.5377862988635
2<-18,3,4 -4473.8015326450095
18<-3,4,7 -10999.166987618946
19<-23,4,5 -7337.115523221872
23<- -7461.829046769726
20<-10,21 -6192.151765033742
21<-3 -7294.054661635729
22<- -6424.518069988895
8<-10,7,9 -6263.832606595794
**********
bnlearn modelstring = 
[0][1|4:9:5][4][9|14:16:24][5|3:17][10|3][3|24:9][11|16:1][16|13:7:24][12|13:16:24][13|14:7:24][24][14][7][15|3:12:6][6][17|2][2|4:3:18][18|4:3:7][19|4:23:5][23][20|21:10][21|3][22][8|7:10:9]

GOBNILP Run completed at: 2025-05-07 11:59:31.580947
