GOBNILP Run started at: 2025-05-07 09:23:03.246603
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_1.5_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
4635 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1328 set packing constraints declared
614 constraints linking arrows to family variables declared
73 arrow variables removed
154 constraints linking arrows to adjs declared
36 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -137812.96
**********
0<-1,17,19 -4390.848063062704
17<-19,6,9 -5752.905397310738
19<-11,13,16 -4594.969848239451
1<-11 -6570.678313871312
11<-9 -11073.790355359703
10<-11,16,17 -6694.748620598575
16<-11,13,9 -9189.04738196582
9<- -11255.33874384585
12<-0,11,17 -4705.676008819051
13<- -7777.585089693994
14<-5,6,9 -6977.747287137941
5<-6 -6548.475187236775
6<-11,16,9 -5138.70104513972
15<-12,17 -6628.0790457828125
18<- -5862.007582633531
2<-11 -7774.13856665
3<-13 -5880.615733796994
4<-19,6 -7225.600821695644
7<-10,2,4 -8015.2174248059655
8<- -5756.785837570231
**********
bnlearn modelstring = 
[0|17:19:1][17|9:19:6][19|11:16:13][1|11][11|9][10|17:11:16][16|11:9:13][9][12|11:17:0][13][14|5:9:6][5|6][6|11:9:16][15|17:12][18][2|11][3|13][4|19:6][7|10:4:2][8]

GOBNILP Run completed at: 2025-05-07 09:25:41.855237
