GOBNILP Run started at: 2025-05-07 09:21:34.458385
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_0.5_8.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
129 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
21 set packing constraints declared
122 constraints linking arrows to family variables declared
319 arrow variables removed
35 constraints linking arrows to adjs declared
155 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -135813.82
**********
0<- -5546.746960059174
1<- -7409.910305773919
10<- -6624.124900168833
11<- -8002.239098878807
12<- -7859.307770734803
13<- -7958.417266763247
14<- -5449.143788791427
15<-7 -7180.752281056867
7<- -5677.873587837707
16<- -7023.720991505672
17<- -9870.924402822304
18<- -7569.569504026159
19<-13 -5564.198180397026
2<- -6652.525198023244
3<-10,2,6 -6009.811641283855
6<-17 -5759.308018619143
4<- -7528.861966780523
5<-14,8 -5461.789842731568
8<-11,15 -7078.922529331198
9<- -5585.669394850193
**********
bnlearn modelstring = 
[0][1][10][11][12][13][14][15|7][7][16][17][18][19|13][2][3|10:6:2][6|17][4][5|8:14][8|15:11][9]

GOBNILP Run completed at: 2025-05-07 09:21:35.899483
