GOBNILP Run started at: 2025-05-07 09:20:18.263157
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_20000_1.5_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
1453 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
366 set packing constraints declared
360 constraints linking arrows to family variables declared
30 arrow variables removed
90 constraints linking arrows to adjs declared
15 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -401207.81
**********
0<-1 -28749.55937032079
1<-5,7 -27697.008195013965
5<- -31310.89329351008
7<- -29802.960369464796
10<-4,5 -25070.523421881844
4<-5,8 -21328.687942852564
11<- -22217.322670264955
12<- -29351.245925000883
13<- -31868.354456547415
14<-0 -22874.007697536992
2<-7 -30229.433383018586
3<-12,14 -22657.684686484987
8<-11,13 -25006.204688596335
6<- -21825.48515277496
9<-0,11,14 -31218.433851962945
**********
bnlearn modelstring = 
[0|1][1|5:7][5][7][10|5:4][4|5:8][11][12][13][14|0][2|7][3|12:14][8|13:11][6][9|14:0:11]

GOBNILP Run completed at: 2025-05-07 09:20:57.826690
