GOBNILP Run started at: 2025-05-07 09:27:18.920259
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_7.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
13467 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3358 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 -147286.39
**********
0<-1,18,6 -6238.042974215934
6<-11,18,4 -4674.183769101741
1<-10,14,18 -4123.3922204978135
18<- -14116.607374591431
14<-18 -12864.390883762226
10<-14,18,6 -7855.141000193447
11<- -7672.9005887990925
12<-13,18,9 -7297.299575782772
9<-0,14,8 -13019.944617775674
13<-10,14,6 -5065.230614327755
15<-10,7,8 -8583.406735168128
7<-1,13,14 -9607.8796891137
8<-11,13,18 -6843.973275843919
16<-14,2,9 -6622.699127962265
2<-19,8,9 -2336.5206373566816
17<-1,14,7 -5000.958175326416
19<-10,18,9 -4473.383683761274
3<-0,16 -7392.117513272978
4<-11,14,18 -9110.955966424115
5<-0,18,2 -4387.36303081929
**********
bnlearn modelstring = 
[0|6:1:18][6|11:18:4][1|14:18:10][18][14|18][10|14:18:6][11][12|18:9:13][9|14:0:8][13|14:10:6][15|7:10:8][7|14:1:13][8|11:18:13][16|14:2:9][2|9:19:8][17|14:1:7][19|18:10:9][3|0:16][4|11:14:18][5|18:2:0]

GOBNILP Run completed at: 2025-05-07 10:45:06.176799
