GOBNILP Run started at: 2025-05-07 09:25:40.516650
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_2_4.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
14504 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3421 set packing constraints declared
760 constraints linking arrows to family variables declared
0 arrow variables removed
190 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -138647.24
**********
0<- -7612.998097101786
1<-11,7 -6890.435740906437
7<-10,2,4 -6098.888774560901
11<-10,16,6 -10007.935940281111
10<- -5613.289846514134
6<- -8488.822237729995
16<-0,10,6 -13402.627383326819
12<-14,5,6 -4462.980018752902
14<-5,6,9 -7302.2431578879605
5<-1,13,6 -6353.692822264375
13<-11,16,6 -10803.102186793612
9<-11,16,6 -7573.858671402586
15<-12,17 -6754.8625091951735
17<-12,2,9 -5411.955287103565
2<-11,19 -6104.307614498856
18<-0,11,19 -4435.7840050491195
19<-0,6,9 -5563.358821255404
3<-11,13,16 -2573.8645638279395
4<-19,3,6 -6229.404948784342
8<-19 -6962.8299858664805
**********
bnlearn modelstring = 
[0][1|7:11][7|2:4:10][11|6:16:10][10][6][16|6:10:0][12|14:6:5][14|6:5:9][5|1:6:13][13|6:11:16][9|6:11:16][15|17:12][17|2:12:9][2|19:11][18|19:11:0][19|9:6:0][3|13:11:16][4|6:3:19][8|19]

GOBNILP Run completed at: 2025-05-07 10:03:00.686850
