GOBNILP Run started at: 2025-05-07 09:23:10.275966
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_5.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
9037 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2333 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 -142051.36
**********
0<-5,9 -6288.519517896039
9<-10,14,8 -13068.018740064517
5<-12,19 -7027.6863740852705
1<-17 -7050.410479073801
17<-10,14,19 -2428.0416997947123
10<- -11649.983306432201
11<-12,17,5 -6586.15764864411
12<-10,18,9 -6275.155609299445
18<- -7477.8980767213025
13<-10,11 -7458.645496972761
14<-10,18,8 -8797.7592702938
8<- -6653.36386104953
15<-12,3,6 -6652.995360043917
6<-13 -5586.41831960037
3<-10,12,6 -8803.756812040525
16<- -7849.450346015121
19<-10,12,14 -4381.227509892573
2<-10,12,9 -4388.769977934689
4<-12 -7848.11497459568
7<-1 -5778.987535164807
**********
bnlearn modelstring = 
[0|9:5][9|10:14:8][5|19:12][1|17][17|10:19:14][10][11|17:5:12][12|10:9:18][18][13|10:11][14|10:18:8][8][15|6:3:12][6|13][3|10:6:12][16][19|10:12:14][2|10:9:12][4|12][7|1]

GOBNILP Run completed at: 2025-05-07 09:39:48.535676
