GOBNILP Run started at: 2025-05-07 10:28:47.225072
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_9.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
12286 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3099 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -560797.51
**********
0<-1,17,19 -44274.7381753298
17<-11,14,19 -43969.44617110289
1<-11,14,5 -59913.23593371105
19<-10,14,5 -40850.186619831984
5<- -21775.98268937255
14<- -38261.88343723631
11<- -50758.96569616147
10<-1,14,5 -27452.441717138914
12<-1,17,19 -29897.64170412672
13<-11,6 -26378.608299732536
6<-12,16,19 -12097.71505873664
15<-1,10,16 -28755.810134087347
16<-17,18,19 -10612.612964123507
18<-0,17,5 -11701.22817265061
2<-18,3,6 -21766.076014145896
3<-14,16,18 -8582.088480685494
4<- -27074.856483049447
7<-10,11,9 -8294.50476295177
9<-10,11,16 -17768.99659658313
8<-0,6,9 -30610.494136144487
**********
bnlearn modelstring = 
[0|17:1:19][17|19:14:11][1|5:14:11][19|10:5:14][5][14][11][10|5:1:14][12|17:1:19][13|6:11][6|12:19:16][15|10:1:16][16|17:18:19][18|17:5:0][2|18:3:6][3|18:14:16][4][7|10:9:11][9|10:16:11][8|9:6:0]

GOBNILP Run completed at: 2025-05-07 10:42:49.842140
