GOBNILP Run started at: 2025-05-07 09:19:50.630272
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_20000_1_2.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
1294 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
360 set packing constraints declared
316 constraints linking arrows to family variables declared
52 arrow variables removed
79 constraints linking arrows to adjs declared
26 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -412337.37
**********
0<-10,11,12 -15124.234840680836
10<- -24774.94433261022
12<-10,6,9 -34624.71609683449
11<-5 -21790.806020114687
1<-7 -19062.756196819206
7<- -38101.36368752848
5<- -31537.420477501
6<-10,11,9 -31669.677089126482
9<-4 -29398.531348045708
13<-11 -25242.43279913528
14<-3 -22236.62826152906
3<-0 -26918.87123011413
2<-12 -31819.108109131037
4<- -29911.502767097347
8<-11 -30124.381345967875
**********
bnlearn modelstring = 
[0|10:12:11][10][12|10:6:9][11|5][1|7][7][5][6|10:9:11][9|4][13|11][14|3][3|0][2|12][4][8|11]

GOBNILP Run completed at: 2025-05-07 09:19:59.957674
