GOBNILP Run started at: 2025-05-07 09:24:01.160458
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_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
15725 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3502 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 -134513.75
**********
0<-14,18,8 -16784.04592874607
18<- -7325.83250762298
14<- -14304.409458081971
8<-14 -4551.552569879076
1<-13,18,8 -5485.261093736708
13<-18,7,8 -4224.958327868428
10<-0,18,8 -5079.073206757987
11<-0,10,14 -6858.393727443587
12<-0,1,14 -7883.345910881033
7<-10,11,14 -5939.153876985116
15<-11,13 -7639.4312204020725
16<-14,7,9 -7015.443258506652
9<-10,13,7 -4743.605595246236
17<-18,19,5 -5055.884684571347
19<-14,2,8 -2348.9760570177878
5<-11,19,7 -4570.375752307753
2<-12,14,15 -5672.087722285569
3<-1,19 -7788.153855188603
4<-17 -5408.270997021235
6<-17,18 -5835.497607496593
**********
bnlearn modelstring = 
[0|18:14:8][18][14][8|14][1|13:18:8][13|18:7:8][10|18:0:8][11|14:10:0][12|14:1:0][7|10:11:14][15|13:11][16|7:14:9][9|13:7:10][17|18:19:5][19|2:14:8][5|7:19:11][2|15:14:12][3|19:1][4|17][6|17:18]

GOBNILP Run completed at: 2025-05-07 10:55:01.019583
