GOBNILP Run started at: 2025-05-07 09:33:48.664438
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_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
121 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
21 set packing constraints declared
104 constraints linking arrows to family variables declared
328 arrow variables removed
26 constraints linking arrows to adjs declared
164 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -548703.1
**********
0<- -22172.113037418654
1<- -27445.15251073489
10<- -28904.379903781533
11<- -28586.759887036078
12<- -22094.393980453206
13<- -29115.90729224294
14<- -24147.43447511454
15<-7 -31171.515602183088
7<- -24284.547622978604
16<- -27625.398996790816
17<- -36397.99623396095
18<- -27847.78574911312
19<-13 -29568.8393219977
2<- -31182.379084289092
3<-10,2,6 -29655.915055850164
6<-17 -18236.027963153105
4<- -30654.47385096732
5<-14,8 -24694.126320338306
8<-11,15 -24499.361738920437
9<- -30418.591209059785
**********
bnlearn modelstring = 
[0][1][10][11][12][13][14][15|7][7][16][17][18][19|13][2][3|10:6:2][6|17][4][5|8:14][8|11:15][9]

GOBNILP Run completed at: 2025-05-07 09:33:50.293078
