GOBNILP Run started at: 2025-05-07 09:22:47.296503
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_2.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
7859 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1936 set packing constraints declared
686 constraints linking arrows to family variables declared
37 arrow variables removed
172 constraints linking arrows to adjs declared
18 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -138745.07
**********
0<- -6874.0703587495
1<- -7757.552300517902
10<-16,17,7 -4517.610446666529
16<-17,7,9 -11366.67471346809
17<-7 -10254.921049241404
7<- -8724.548430889772
11<-10,16,5 -8898.730916423532
5<-16,6,7 -4441.059820958528
12<-11,17,7 -2326.3119795345865
13<-11,12 -5539.310668550658
14<-1,18 -7597.355516049444
18<-12,7 -4862.479033859646
15<-11,17 -6607.216770409997
9<- -6881.661908361378
19<-0,6 -7050.386966305975
6<-10,17,9 -7676.928543633259
2<-12,9 -7856.597900412661
3<-0,18 -7179.203945281067
4<- -6334.432509526124
8<-16,17 -5998.011414976551
**********
bnlearn modelstring = 
[0][1][10|16:17:7][16|17:9:7][17|7][7][11|16:5:10][5|16:6:7][12|17:11:7][13|11:12][14|18:1][18|7:12][15|17:11][9][19|0:6][6|17:9:10][2|9:12][3|18:0][4][8|16:17]

GOBNILP Run completed at: 2025-05-07 09:49:32.415033
