GOBNILP Run started at: 2025-05-07 09:18:39.651561
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_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
168 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
128 constraints linking arrows to family variables declared
146 arrow variables removed
32 constraints linking arrows to adjs declared
73 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -98958.34
**********
0<- -9406.776221206306
1<- -7651.210319762567
10<- -5892.96257551952
11<-12 -3485.301790736795
12<-13 -4485.191147613336
13<-9 -8729.612053687688
9<- -10978.62871853346
14<- -5993.263078837531
2<-0 -4725.759744757482
3<-14,4 -6936.10099589181
4<- -6087.254096730878
5<-13,2 -5598.965884528822
6<-1 -5931.804042857042
7<- -7292.892277117306
8<-11 -5762.619437592015
**********
bnlearn modelstring = 
[0][1][10][11|12][12|13][13|9][9][14][2|0][3|14:4][4][5|13:2][6|1][7][8|11]

GOBNILP Run completed at: 2025-05-07 09:18:46.150886
