GOBNILP Run started at: 2025-05-07 09:19:13.706576
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_5000_2_2.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
4371 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
1031 set packing constraints declared
420 constraints linking arrows to family variables declared
0 arrow variables removed
105 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -103655.71
**********
0<-10,2,6 -2113.0062483792335
10<- -18371.213683015252
6<-10 -14383.002153712476
2<-10,6,9 -7767.885412779373
1<- -7144.512496513743
11<-4,5,9 -2638.6228697884344
9<-10 -11875.613640651021
5<-0,4,9 -3517.0575702033366
4<-0,3,9 -3580.1817029353424
12<-10,11,2 -3963.761267047854
13<-11 -5760.853328351496
14<-3,6,7 -6102.347722567303
3<-0,10,9 -2133.2393889190917
7<-1,4 -6658.103963846116
8<-10,11,3 -7646.31082912877
**********
bnlearn modelstring = 
[0|10:6:2][10][6|10][2|10:6:9][1][11|9:5:4][9|10][5|9:0:4][4|0:3:9][12|10:11:2][13|11][14|6:3:7][3|10:0:9][7|1:4][8|10:11:3]

GOBNILP Run completed at: 2025-05-07 09:29:55.608167
