GOBNILP Run started at: 2025-05-07 09:21:40.619551
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_1_7.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
2374 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
829 set packing constraints declared
612 constraints linking arrows to family variables declared
74 arrow variables removed
153 constraints linking arrows to adjs declared
37 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -133977.9
**********
0<-19,3 -5256.897441759765
3<- -10509.560755952285
19<-10 -6103.234287704872
1<-0 -4267.039389610107
10<-13 -7926.851106692858
13<-12 -3087.626697218141
11<- -7672.9005887990925
12<- -10318.697358488454
14<-10 -5803.482120963099
15<-10,7 -6091.3619361391475
7<-13,14 -6979.712218505144
16<- -10551.409914934615
17<- -7380.777065286337
18<-0,2 -6532.369006655498
2<-16 -2840.0697327250427
4<-13,14,18 -5792.624170257843
5<- -7463.584843108268
6<-2 -7141.205612050147
8<-11,13 -5694.989452350487
9<-0 -6563.5058417249165
**********
bnlearn modelstring = 
[0|3:19][3][19|10][1|0][10|13][13|12][11][12][14|10][15|10:7][7|14:13][16][17][18|0:2][2|16][4|14:18:13][5][6|2][8|13:11][9|0]

GOBNILP Run completed at: 2025-05-07 09:23:10.274538
