GOBNILP Run started at: 2025-05-07 09:18:36.499224
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_5000_0.5_7.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
24 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
0 set packing constraints declared
16 constraints linking arrows to family variables declared
202 arrow variables removed
4 constraints linking arrows to adjs declared
101 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -103614.31
**********
0<- -6518.121433519287
1<- -6681.32492602204
10<- -7349.344012593498
11<-0 -6671.734366535715
12<- -6222.796422199509
13<- -6600.921885280302
14<- -7456.53063209162
2<- -6272.717981512206
3<- -7028.621382525336
4<- -7731.726874281702
5<-8 -7314.4670355572625
8<- -5676.9840756573385
6<- -7775.705837512429
7<- -7746.2304642758845
9<-11 -6567.087632477217
**********
bnlearn modelstring = 
[0][1][10][11|0][12][13][14][2][3][4][5|8][8][6][7][9|11]

GOBNILP Run completed at: 2025-05-07 09:18:41.971070
