GOBNILP Run started at: 2025-05-07 09:20:01.265271
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_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
668 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
215 set packing constraints declared
312 constraints linking arrows to family variables declared
54 arrow variables removed
78 constraints linking arrows to adjs declared
27 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -401442.82
**********
0<- -44542.78220776596
1<-3,4,9 -38341.874862628836
3<-4,6,9 -32388.549915357515
9<-13 -26206.72414783711
4<- -27245.331768686618
10<- -22277.849873213698
11<-12 -22920.70929975937
12<-13,9 -14987.191075494833
13<- -36967.268973312464
14<-1,3,6 -18104.603235215276
6<- -22569.30984726369
2<-0 -15573.019156362914
5<-13,2 -31491.893973381906
7<- -25161.338523006325
8<-11 -22664.373945362164
**********
bnlearn modelstring = 
[0][1|3:9:4][3|6:9:4][9|13][4][10][11|12][12|13:9][13][14|6:1:3][6][2|0][5|13:2][7][8|11]

GOBNILP Run completed at: 2025-05-07 09:20:14.424721
