GOBNILP Run started at: 2025-05-07 10:37:07.885552
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_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
19348 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
4481 set packing constraints declared
1114 constraints linking arrows to family variables declared
43 arrow variables removed
280 constraints linking arrows to adjs declared
20 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -177721.04
**********
0<-11,23,7 -7740.8698543086775
7<- -11829.14503083766
23<-11,3,7 -8204.781554407875
11<- -19334.34743989539
1<-0,11,3 -10282.499386080422
3<- -6733.425804403536
10<-1 -6692.674233081706
12<-15,17 -6821.702999139777
15<-0,1,16 -7888.983005766431
17<-3,4,6 -3424.0855930369125
13<-2,3 -4820.231782862861
2<-11,23,3 -7140.098918751477
14<-0,20 -6961.61544590243
20<-0,11,6 -6108.3470059415395
16<- -7465.754381064439
6<-1,18,24 -6632.06038164524
4<-11,18,7 -2495.272994941113
18<-11,23,7 -5163.088432695489
19<-1,20,22 -2874.95101683376
22<-1,20,3 -6538.258440952433
21<-17,3,6 -5918.8450024021895
24<-0,2,23 -5088.199266412803
5<-15,7 -7032.097989159601
8<-1 -7412.320680018095
9<-22,23 -7117.380847707177
**********
bnlearn modelstring = 
[0|7:23:11][7][23|7:3:11][11][1|0:3:11][3][10|1][12|15:17][15|1:0:16][17|6:4:3][13|2:3][2|3:23:11][14|0:20][20|6:0:11][16][6|18:1:24][4|18:7:11][18|7:23:11][19|22:1:20][22|1:3:20][21|6:3:17][24|2:0:23][5|15:7][8|1][9|22:23]

GOBNILP Run completed at: 2025-05-07 11:44:57.035147
