GOBNILP Run started at: 2025-05-07 09:19:43.456811
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_20000_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
166 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 -396993.34
**********
0<- -44542.78220776596
1<-6 -21498.184256217104
6<- -22569.30984726369
10<- -22277.849873213698
11<-12 -9585.298371378305
12<-13 -17179.744409040093
13<-9 -31530.94994489357
9<- -45250.92665443947
14<- -29016.61647163881
2<-0 -15573.019156362914
3<-14,4 -31674.667047975563
4<- -27245.331768686618
5<-13,2 -25246.05019258032
7<- -25161.338523006325
8<-11 -28641.271588884094
**********
bnlearn modelstring = 
[0][1|6][6][10][11|12][12|13][13|9][9][14][2|0][3|4:14][4][5|13:2][7][8|11]

GOBNILP Run completed at: 2025-05-07 09:19:50.629448
