GOBNILP Run started at: 2025-05-07 09:49:32.417954
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_1.5_6.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
11994 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2984 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -541501.62
**********
0<-19 -47112.4390257902
19<- -62910.78474790441
1<-0,19 -30996.121578039463
10<-0,15,18 -27361.119525087335
15<-1,12,6 -11040.334412567876
18<-12,17 -27145.340814560004
11<-0,15,6 -25143.828904068643
6<-0,12,19 -11168.31619523293
12<-0,1,19 -31921.639511881185
13<-15,2,7 -22149.45978394291
2<-6 -22582.132937692368
7<- -27475.537529733167
14<-11,12,15 -12503.854971477505
16<-1,14,8 -31574.722058067775
8<-11,12,14 -22781.91928597958
17<-15 -24531.515084552764
3<-0,13 -22982.961131075564
4<-2 -28348.869901796465
5<- -29502.085963671554
9<-11,16,6 -22268.633425426124
**********
bnlearn modelstring = 
[0|19][19][1|19:0][10|15:0:18][15|6:1:12][18|17:12][11|15:0:6][6|19:0:12][12|19:0:1][13|15:2:7][2|6][7][14|11:15:12][16|14:1:8][8|11:14:12][17|15][3|13:0][4|2][5][9|11:6:16]

GOBNILP Run completed at: 2025-05-07 11:26:57.121692
