GOBNILP Run started at: 2025-05-07 09:21:34.274144
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_0.5_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
212 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
46 set packing constraints declared
172 constraints linking arrows to family variables declared
294 arrow variables removed
43 constraints linking arrows to adjs declared
147 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -134942.25
**********
0<-1 -6359.302260186671
1<- -6240.857962707808
10<- -9780.545206200855
11<- -7380.777065286337
12<-13 -6658.161391662931
13<- -7926.691517580598
14<-10 -6562.7149384924915
15<-10 -6089.513067337049
16<- -6062.752674657862
17<- -6414.09555085005
18<- -10139.829590719864
19<-10 -3580.777509164943
2<-18 -4132.843140450533
3<- -7463.584843108268
4<-18 -7909.690117910132
5<-18 -7672.845531755152
6<- -5854.445948015768
7<-13,14 -6672.8646435921555
8<-11,13 -6646.614255861598
9<-0 -5393.341926522037
**********
bnlearn modelstring = 
[0|1][1][10][11][12|13][13][14|10][15|10][16][17][18][19|10][2|18][3][4|18][5|18][6][7|14:13][8|11:13][9|0]

GOBNILP Run completed at: 2025-05-07 09:21:38.309547
