GOBNILP Run started at: 2025-05-07 10:35:29.281788
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_0.5_4.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
595 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
132 set packing constraints declared
324 constraints linking arrows to family variables declared
438 arrow variables removed
84 constraints linking arrows to adjs declared
216 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -174519.72
**********
0<- -6114.551568215094
1<-0,11 -7615.738519692083
11<-22 -7329.7717439198
10<- -10442.346377161122
22<-2 -3688.454869126929
12<-10,17 -3235.8357483568448
17<-10,19 -9136.706298571973
13<- -6785.331505101743
14<-12,8 -7319.898736100823
8<-22,7 -6855.224246721175
15<- -9857.96657935229
16<- -7391.543633347246
19<-15 -4871.064526044066
18<-13 -7745.59813598143
2<-4 -5878.096937889565
4<- -8530.454266245848
20<- -7769.639057608955
21<- -5554.552787983312
23<- -7416.70854639443
24<- -7860.156862087389
3<- -7473.415949902702
5<-12,21 -5428.068356700572
6<- -7918.799103292935
7<- -6838.83822460556
9<- -5460.954290785934
**********
bnlearn modelstring = 
[0][1|11:0][11|22][10][22|2][12|10:17][17|10:19][13][14|8:12][8|7:22][15][16][19|15][18|13][2|4][4][20][21][23][24][3][5|21:12][6][7][9]

GOBNILP Run completed at: 2025-05-07 10:35:40.915008
