GOBNILP Run started at: 2025-05-07 09:19:29.639096
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_5000_2_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
3220 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
773 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 -104744.31
**********
0<- -10282.550110894012
1<-0,14,6 -7967.5845503788205
14<-12,3,4 -7740.51164433747
6<-12,13,9 -4223.244185289974
10<- -6410.1198083035915
11<-12 -2325.095118549615
12<-7 -3797.042204028022
7<- -13850.474361567365
13<-11,12,2 -5356.921155179347
2<-0 -5453.891601436418
4<-5 -6474.631028258497
3<-13,4,8 -9698.130901163959
8<-11,12 -6589.46092476363
5<-13,2,7 -6076.161653149995
9<-13,3,4 -8498.49168518005
**********
bnlearn modelstring = 
[0][1|0:14:6][14|4:3:12][6|13:9:12][10][11|12][12|7][7][13|2:11:12][2|0][4|5][3|13:8:4][8|11:12][5|13:7:2][9|13:3:4]

GOBNILP Run completed at: 2025-05-07 09:20:08.326515
