GOBNILP Run started at: 2025-05-07 09:40:34.221692
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_1.5_2.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
9032 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2349 set packing constraints declared
694 constraints linking arrows to family variables declared
33 arrow variables removed
176 constraints linking arrows to adjs declared
14 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -563145.36
**********
0<- -27487.27020833572
1<- -26452.19393986898
10<- -21309.52975125214
11<-12,17 -26394.371300193765
17<-16,5,7 -14079.13950756069
12<- -27047.072223037463
13<-11,12 -31733.403978573268
14<-1,18 -31683.957218178162
18<-12,7 -27441.19238539777
15<-11,17 -30362.247294616776
16<-10,12,5 -51621.374331271065
5<- -40955.095286386626
7<-10,16,5 -26387.51342770455
19<-0,6 -25891.58166012531
6<-10,17,9 -25507.72326757924
2<-12,9 -30351.81214552751
9<-5 -10715.389883465834
3<-0,18 -30548.637478781508
4<- -28596.36756670868
8<-16,17 -28579.49188920258
**********
bnlearn modelstring = 
[0][1][10][11|17:12][17|5:16:7][12][13|11:12][14|18:1][18|12:7][15|11:17][16|10:12:5][5][7|10:5:16][19|6:0][6|10:17:9][2|12:9][9|5][3|18:0][4][8|17:16]

GOBNILP Run completed at: 2025-05-07 09:58:49.436225
