GOBNILP Run started at: 2025-05-07 09:23:59.389656
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_1.5_9.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
6125 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1654 set packing constraints declared
614 constraints linking arrows to family variables declared
73 arrow variables removed
154 constraints linking arrows to adjs declared
36 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -137819.59
**********
0<-18,5 -7114.340913168094
5<-11,17,18 -5673.3545309044985
18<-16,2,6 -7458.33088744648
1<-12,15,19 -8076.836578299832
19<-10,12,14 -6214.085080567371
15<-16 -7345.123607541158
12<-16,6 -6483.04758172574
10<-0,11,17 -7203.437676706197
11<-9 -6550.419219345936
17<-11,16,18 -10583.877720663046
9<- -10599.044163976188
16<-9 -2687.6454569217067
6<-13 -4218.1632247380085
13<- -9613.89968706018
14<- -7475.398289864658
2<- -6390.067397967569
3<- -5597.356134596302
4<- -7588.309296968568
7<-10 -4603.802464070083
8<-0,16,2 -6343.047067552501
**********
bnlearn modelstring = 
[0|5:18][5|17:11:18][18|16:2:6][1|19:15:12][19|10:14:12][15|16][12|16:6][10|11:17:0][11|9][17|16:11:18][9][16|9][6|13][13][14][2][3][4][7|10][8|16:2:0]

GOBNILP Run completed at: 2025-05-07 09:26:00.399317
