GOBNILP Run started at: 2025-05-07 09:33:51.686094
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_1_0.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
4351 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1167 set packing constraints declared
672 constraints linking arrows to family variables declared
44 arrow variables removed
168 constraints linking arrows to adjs declared
22 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -543008.09
**********
0<- -25267.45737527706
1<- -22615.91883986545
10<- -26467.944157202157
11<-5,8 -27461.635511718443
8<- -30500.207492610658
5<-17 -27429.42379002857
12<-0,14 -28020.962538819767
14<-2 -28540.042963020413
13<-1,10,8 -32384.14186591759
2<-19,8 -21492.55911221633
15<- -26814.92072714921
16<-14,7,9 -29117.4518980402
9<-10,13 -28266.004411959664
7<- -24728.03321177391
17<-18 -30280.883614005117
18<-1,8,9 -21606.594354375942
19<- -29991.97945746211
3<-1 -26236.921957562918
4<-17 -29023.036105323623
6<-18 -26761.974872905233
**********
bnlearn modelstring = 
[0][1][10][11|8:5][8][5|17][12|14:0][14|2][13|1:8:10][2|19:8][15][16|14:9:7][9|13:10][7][17|18][18|1:9:8][19][3|1][4|17][6|18]

GOBNILP Run completed at: 2025-05-07 09:39:38.703668
