GOBNILP Run started at: 2025-05-07 09:21:35.899905
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_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
4800 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1346 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 -135891.29
**********
0<- -6290.927295390455
1<-3 -4715.5981247180125
3<-12 -9200.951005568992
10<- -5704.140773086425
11<-5,8 -7853.04866809943
5<-17 -6089.255552657441
8<- -7119.392637577115
12<-0,14 -6103.678940303832
14<-2 -7648.2791674795635
13<-1,10,8 -10540.376098487546
2<-19,8 -7618.9243906893125
15<- -7665.64050365542
16<-14,7,9 -6397.2784743720895
9<-10,13 -7279.955255653503
7<- -5716.706085004239
17<-18 -5566.573266667928
18<-1,8,9 -4059.17371131477
19<- -7382.67007717077
4<-17 -5628.279691561963
6<-18 -7310.444380217176
**********
bnlearn modelstring = 
[0][1|3][3|12][10][11|5:8][5|17][8][12|0:14][14|2][13|1:10:8][2|19:8][15][16|9:14:7][9|13:10][7][17|18][18|1:9:8][19][4|17][6|18]

GOBNILP Run completed at: 2025-05-07 09:27:18.917542
