GOBNILP Run started at: 2025-05-07 09:19:33.627576
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_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
155 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
26 set packing constraints declared
118 constraints linking arrows to family variables declared
151 arrow variables removed
30 constraints linking arrows to adjs declared
75 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -403161.07
**********
0<- -24405.0500863643
1<- -25996.199802741387
10<-5 -18382.31408017488
5<- -31243.27999669034
11<-13,8 -27393.105081838374
13<-7 -26811.77599661954
8<-10 -25707.03525587347
12<-14,4 -31079.26479836784
14<-13 -28085.494768574226
4<-6 -27608.054941716542
7<- -24035.94681679711
2<- -26975.499073268
3<- -31869.136747983233
6<- -27036.0443316504
9<- -26532.87164403305
**********
bnlearn modelstring = 
[0][1][10|5][5][11|13:8][13|7][8|10][12|14:4][14|13][4|6][7][2][3][6][9]

GOBNILP Run completed at: 2025-05-07 09:19:40.567181
