GOBNILP Run started at: 2025-05-07 12:15:57.343718
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_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
673 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
159 set packing constraints declared
316 constraints linking arrows to family variables declared
442 arrow variables removed
79 constraints linking arrows to adjs declared
221 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -671868.24
**********
0<- -24383.519650928098
1<-0,11 -27092.684610806362
11<-22 -29125.90323852283
10<- -28527.425024328655
22<- -26857.394933109583
12<-10,17 -13016.905644448147
17<-10 -31710.007865307114
13<-18 -24113.50964094743
18<- -29546.928490470684
14<-12,8 -29333.383078392508
8<-22,7 -22392.7339882722
15<-19 -21779.129492504053
19<- -22360.933150915804
16<- -31978.839511659346
2<-22 -21846.75822469374
20<- -31806.214896509682
21<- -31728.542918103012
23<- -31677.64392515814
24<- -28060.54382908281
3<- -21901.859424851937
4<-2 -31377.54768708862
5<-12 -29486.97074934968
6<- -27436.870287778595
7<- -25107.405739552814
9<- -29218.58486968539
**********
bnlearn modelstring = 
[0][1|0:11][11|22][10][22][12|10:17][17|10][13|18][18][14|12:8][8|22:7][15|19][19][16][2|22][20][21][23][24][3][4|2][5|12][6][7][9]

GOBNILP Run completed at: 2025-05-07 12:16:12.391213
