GOBNILP Run started at: 2025-05-07 10:32:31.932484
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_1.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
594 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
154 set packing constraints declared
322 constraints linking arrows to family variables declared
439 arrow variables removed
84 constraints linking arrows to adjs declared
216 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -172519.06
**********
0<- -6692.931677989384
1<-19,20 -5824.024483587916
19<- -7195.172055131048
20<- -6009.646647259213
10<- -7465.754381064439
11<-0,2,3 -6698.683547223767
3<-13 -7985.382584932603
2<-3 -7122.727040192874
12<- -6321.37405009617
13<- -5987.218658009858
14<- -7771.249991611217
15<-0,16 -5797.9081926670415
16<-8 -7343.6072215769445
8<-1 -6539.835522170033
17<- -7840.512995635867
18<-7 -5723.625005927773
7<- -7848.686585581071
21<- -6217.64456656976
22<- -7036.158867193405
23<-0,2 -6814.483759222902
24<-1,20,6 -8010.304179297616
6<-17 -7638.262604547479
4<- -5965.0653804299845
5<-15,7 -6938.9159013143735
9<- -7729.8816978100585
**********
bnlearn modelstring = 
[0][1|19:20][19][20][10][11|3:0:2][3|13][2|3][12][13][14][15|0:16][16|8][8|1][17][18|7][7][21][22][23|0:2][24|1:20:6][6|17][4][5|7:15][9]

GOBNILP Run completed at: 2025-05-07 10:32:56.399030
