GOBNILP Run started at: 2025-05-07 10:36:09.787245
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_0.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
2062 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
387 set packing constraints declared
444 constraints linking arrows to family variables declared
378 arrow variables removed
111 constraints linking arrows to adjs declared
189 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -170892.21
**********
0<- -7600.244564191523
1<- -6197.546143190673
10<-16,24 -5686.470705662389
16<- -7211.686000604774
24<- -7822.2773100841505
11<- -6527.263655050979
12<- -5747.187397469528
13<-23 -7419.985489436521
23<-19 -5539.503976682643
14<-16,24 -6317.008289996528
15<- -7725.660986702752
17<-18 -6721.208690567987
18<- -9013.649940937239
19<-4 -2871.408047179387
4<- -10863.581131493882
2<- -7069.645698558594
20<-6 -7525.825841065033
6<-14,19,2 -5427.182952006557
21<-0,1,17 -7976.011537098189
22<-7 -5089.761040333834
7<- -8440.123086859356
3<-9 -7631.444831829741
9<-6,8 -5665.653593179225
5<- -7775.072865293891
8<-15 -5026.808655752165
**********
bnlearn modelstring = 
[0][1][10|16:24][16][24][11][12][13|23][23|19][14|16:24][15][17|18][18][19|4][4][2][20|6][6|19:2:14][21|17:1:0][22|7][7][3|9][9|8:6][5][8|15]

GOBNILP Run completed at: 2025-05-07 10:37:07.885038
