GOBNILP Run started at: 2025-05-07 09:19:57.315885
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.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
753 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
217 set packing constraints declared
260 constraints linking arrows to family variables declared
80 arrow variables removed
65 constraints linking arrows to adjs declared
40 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -414321.18
**********
0<-11,4,9 -29203.25622577029
9<-5 -30003.948920687923
4<-5,7 -24291.135919639113
11<- -25447.739011308644
1<- -29975.633086785554
10<- -25608.805593932146
12<-14 -27441.17108700884
14<- -21795.42879544671
13<-4 -23808.49651444478
2<- -27918.210738897484
3<-13,5,7 -31464.949723738515
7<-1 -31671.532888021105
5<- -29460.098459725945
6<-2 -24659.831973484244
8<-1,2 -31570.944360211128
**********
bnlearn modelstring = 
[0|9:4:11][9|5][4|7:5][11][1][10][12|14][14][13|4][2][3|7:13:5][7|1][5][6|2][8|1:2]

GOBNILP Run completed at: 2025-05-07 09:20:05.975423
