GOBNILP Run started at: 2025-05-07 09:19:05.811094
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_5000_1.5_6.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
1574 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
419 set packing constraints declared
364 constraints linking arrows to family variables declared
28 arrow variables removed
91 constraints linking arrows to adjs declared
14 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -98369.81
**********
0<-1 -6463.5077700175925
1<-5,7 -6775.161683244692
7<-2 -2149.8345122707988
5<- -7811.999916528833
10<-4,5 -5288.6721212477
4<-5,8 -7568.8599150496275
11<- -7347.3963644390915
12<- -6562.473424769416
13<- -7712.698777097972
14<-0 -5764.808660179028
2<- -9851.721267053103
3<-12,14 -5771.297423904184
8<-11,13 -6027.050160409518
6<- -6341.929137307535
9<-0,11,14 -6932.400665423431
**********
bnlearn modelstring = 
[0|1][1|7:5][7|2][5][10|5:4][4|5:8][11][12][13][14|0][2][3|12:14][8|13:11][6][9|11:0:14]

GOBNILP Run completed at: 2025-05-07 09:20:18.214469
