GOBNILP Run started at: 2025-05-07 09:21:38.951958
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_1_6.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
3799 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1101 set packing constraints declared
608 constraints linking arrows to family variables declared
76 arrow variables removed
152 constraints linking arrows to adjs declared
38 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -140328.37
**********
0<- -7280.455040645135
1<-15 -7906.792768703824
15<-17 -7919.0838493062265
10<-15,18 -5862.254424660522
18<- -7733.777239220913
11<-15 -5571.994588969094
12<-11,14 -6509.830987543312
14<- -9938.496707735725
13<-15,2,7 -5809.915679190026
7<- -7230.941432168154
2<- -8014.770481824767
17<- -6691.044749192043
16<-1,14,8 -6163.616050954521
8<- -7695.173071943713
19<-0,12,6 -7474.31826303488
6<-14 -2413.235060741049
3<-0,13 -7265.770128615725
4<- -7055.118011862129
5<- -7881.275552987368
9<-11,6 -7910.504827141766
**********
bnlearn modelstring = 
[0][1|15][15|17][10|18:15][18][11|15][12|11:14][14][13|7:2:15][7][2][17][16|8:1:14][8][19|0:12:6][6|14][3|0:13][4][5][9|6:11]

GOBNILP Run completed at: 2025-05-07 09:50:13.526842
