GOBNILP Run started at: 2025-05-07 09:26:00.400568
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_2_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
15227 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3723 set packing constraints declared
760 constraints linking arrows to family variables declared
0 arrow variables removed
190 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -140260.35
**********
0<-1,12,19 -5922.225487566129
19<-1,12,6 -8938.613729202987
1<-15,16,8 -5056.921293693371
12<-17,6 -11913.225258721579
8<-12,17,18 -6425.002098036295
16<-15,6,8 -9662.838040233879
15<-11,17,6 -5238.9145279942
10<-0,18,9 -7076.765378270478
18<-12,17,2 -7881.472340916031
9<-11,16,6 -6708.90743288526
11<-12,6,8 -4661.115252844573
6<-2,4 -2230.2528008613494
17<- -7881.275552987368
13<-15,16,2 -11899.771430718823
2<-4 -10939.018241791111
14<-0,11,6 -2703.1097364817197
4<- -9825.6986883918
3<-0,13 -6751.730059987601
5<-14,16,6 -2947.1912507410434
7<-13,16,2 -5596.298478562165
**********
bnlearn modelstring = 
[0|19:1:12][19|6:1:12][1|8:16:15][12|17:6][8|18:17:12][16|8:6:15][15|17:6:11][10|18:9:0][18|17:2:12][9|6:16:11][11|8:6:12][6|4:2][17][13|2:16:15][2|4][14|6:11:0][4][3|13:0][5|16:6:14][7|2:16:13]

GOBNILP Run completed at: 2025-05-07 11:08:11.609437
