GOBNILP Run started at: 2025-05-07 09:55:02.671543
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_2_0.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
17920 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
4416 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 -541625.36
**********
0<-10,11,2 -35575.74170913998
11<-2,7,8 -63069.27678616698
10<-11,12,18 -20788.20300905074
2<-8 -26906.113045289087
1<-11,12,13 -18783.35671969194
13<-10,18,9 -21303.210562887434
12<-11,18,8 -44698.97224927524
18<-11,5,9 -10852.131600708226
8<-7 -28463.5133457928
7<- -50296.4222772035
9<-5,7,8 -25106.34744306784
14<-0,12,13 -14799.490902243755
15<-11,13 -30381.489932201213
16<-14,7,9 -26190.166560599966
17<-18,19,5 -11294.758549972734
5<-11,2,7 -21602.066629538946
19<-14,2,8 -7065.8650531378
3<-1,19 -24526.47998318138
4<-17 -31793.600379766478
6<-17,18 -28128.15012730474
**********
bnlearn modelstring = 
[0|11:10:2][11|8:7:2][10|11:18:12][2|8][1|11:13:12][13|18:10:9][12|11:18:8][18|11:5:9][8|7][7][9|5:7:8][14|12:13:0][15|11:13][16|14:7:9][17|5:18:19][5|11:7:2][19|8:14:2][3|19:1][4|17][6|18:17]

GOBNILP Run completed at: 2025-05-07 11:07:08.554382
