GOBNILP Run started at: 2025-05-07 09:21:36.311447
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_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
3614 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1057 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 -139046.82
**********
0<-19,4 -5402.83863597827
4<-11,17,19 -4238.139440536614
19<- -10023.099906009398
1<- -7018.721134183501
10<- -6553.52406537492
11<-19,7,8 -11032.90987831419
7<-15 -11438.421459115687
8<-15,3,7 -6840.550377018562
12<-18,3,4 -7092.527780773713
3<-2 -5782.1685581412685
18<-0,1 -7876.062870661893
13<-16,6 -6921.5637758400835
16<-15,7,8 -4960.671707860476
6<-14,15,16 -4409.326489552741
14<-15,7,8 -2768.4864198231026
15<- -7972.717812864765
17<-11,19,7 -4512.496088268917
2<- -10062.230470461096
5<-4,6 -7411.982522571064
9<-1 -6728.382149444136
**********
bnlearn modelstring = 
[0|4:19][4|17:19:11][19][1][10][11|7:19:8][7|15][8|7:15:3][12|4:3:18][3|2][18|1:0][13|16:6][16|7:15:8][6|14:16:15][14|7:15:8][15][17|7:19:11][2][5|4:6][9|1]

GOBNILP Run completed at: 2025-05-07 09:24:40.391699
