GOBNILP Run started at: 2025-05-07 09:18:34.679202
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_4.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
310 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
67 set packing constraints declared
232 constraints linking arrows to family variables declared
94 arrow variables removed
60 constraints linking arrows to adjs declared
45 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -96881.92
**********
0<-11 -5454.693067604447
11<- -7540.137487193773
1<- -5463.954696767327
10<-0,12,5 -7536.7085081115965
5<-9 -5516.331821475986
12<-4 -5786.60116472768
4<- -8477.410497083898
13<- -7605.2856222742
14<- -7128.701590577611
2<-3,9 -6145.3721986492155
3<- -6122.112186258806
9<- -6978.829768233023
6<-0 -5385.059315416912
7<-8 -5921.884652214073
8<-11,9 -5818.835204965529
**********
bnlearn modelstring = 
[0|11][11][1][10|5:12:0][5|9][12|4][4][13][14][2|3:9][3][9][6|0][7|8][8|11:9]

GOBNILP Run completed at: 2025-05-07 09:18:43.661328
