GOBNILP Run started at: 2025-05-07 09:33:20.377361
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_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
520 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
171 set packing constraints declared
234 constraints linking arrows to family variables declared
263 arrow variables removed
59 constraints linking arrows to adjs declared
131 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -558550.7
**********
0<- -27983.503185734124
1<- -21411.712041418516
10<- -26474.408412139142
11<-17,4,8 -37330.38604744207
17<- -29544.231926916018
8<- -50852.56499221666
4<- -28738.662312430155
12<-3,4 -28337.35047294642
3<- -28085.200604179037
13<-16 -21232.12554249599
16<- -27562.088268246393
14<-7,8 -13257.367308110632
7<-11,4,8 -33565.62468385374
15<- -29601.626869688203
18<-1 -26095.2261469682
19<-0 -26951.991544701174
2<-3 -29027.8296600456
5<-16,4,6 -29283.213012483997
6<-14 -15127.838722940689
9<- -28087.752281356512
**********
bnlearn modelstring = 
[0][1][10][11|17:8:4][17][8][4][12|3:4][3][13|16][16][14|8:7][7|8:11:4][15][18|1][19|0][2|3][5|16:4:6][6|14][9]

GOBNILP Run completed at: 2025-05-07 09:33:29.323572
