GOBNILP Run started at: 2025-05-07 09:19:17.956197
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_4.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
4768 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
1117 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 -101317.47
**********
0<-9 -5085.287874533918
9<- -14422.746117440047
1<-14,3,8 -9393.912766363135
8<-14,3,5 -5886.132722512351
14<-2,5,9 -6372.174443029506
3<-13,2,9 -2867.262001859579
10<-0,13,9 -16527.53874966253
13<-9 -8190.126628262667
11<-3,6,8 -3449.9596030803095
6<-0,2,3 -1382.1965833624215
12<-1,10,7 -3971.2230664931394
7<-0,13,8 -5704.833775847341
5<-0,10,13 -6657.6252357168105
2<-0,10,13 -5031.85502065264
4<-12,6 -6374.595001201719
**********
bnlearn modelstring = 
[0|9][9][1|8:14:3][8|5:14:3][14|5:9:2][3|13:9:2][10|13:9:0][13|9][11|6:8:3][6|3:0:2][12|10:7:1][7|13:8:0][5|13:10:0][2|13:10:0][4|12:6]

GOBNILP Run completed at: 2025-05-07 09:20:48.910978
