GOBNILP Run started at: 2025-05-07 09:33:37.279988
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_0.5_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
154 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
24 set packing constraints declared
102 constraints linking arrows to family variables declared
329 arrow variables removed
26 constraints linking arrows to adjs declared
164 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -538921.95
**********
0<- -30558.0324451211
1<- -30670.83937576984
10<- -22194.545013555657
11<-12,17 -30618.78463266464
17<- -37372.3209370744
12<- -25891.768089784153
13<- -25735.44717436027
14<-5 -23926.57433422584
5<-6 -29090.482838065735
15<-17 -22851.643835227045
16<- -30113.62483379636
18<- -26244.283977443367
19<-17 -24490.63311551826
2<- -24511.32243809719
3<- -23698.004318169733
4<-19 -22921.15568457942
6<- -29196.27167396855
7<-2 -23806.71182083624
8<- -25004.622913856132
9<-17 -30024.879894033435
**********
bnlearn modelstring = 
[0][1][10][11|17:12][17][12][13][14|5][5|6][15|17][16][18][19|17][2][3][4|19][6][7|2][8][9|17]

GOBNILP Run completed at: 2025-05-07 09:33:38.781025
