GOBNILP Run started at: 2025-05-07 10:03:00.691163
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_2_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
12719 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3297 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 -561993.07
**********
0<-2,5,9 -29727.766622061412
9<-10,12,2 -34706.059145478976
5<-12,19,2 -16858.874582298064
2<- -22144.84560752047
1<-17 -25054.40246948729
17<-10,12,14 -27858.89457453548
10<- -45375.15388955487
11<-12,17,5 -27752.77553727947
12<-10,2 -45006.62776363044
13<-10,11,19 -25125.30804168099
19<-10,14,17 -10779.997232977932
14<-10,18,2 -42969.16847834079
18<-12,15,9 -17867.31940762669
15<-10,2 -25979.748050075556
16<- -26317.947614615427
3<-10,14,6 -35399.975739256675
6<-13 -22824.58554306489
4<-1,12,13 -31424.68725200372
7<-1,13 -25332.134968570455
8<-0,12,14 -23486.794569326616
**********
bnlearn modelstring = 
[0|9:5:2][9|10:2:12][5|2:19:12][2][1|17][17|10:14:12][10][11|5:17:12][12|10:2][13|10:11:19][19|10:14:17][14|10:2:18][18|9:15:12][15|10:2][16][3|10:14:6][6|13][4|13:1:12][7|13:1][8|14:0:12]

GOBNILP Run completed at: 2025-05-07 13:03:02.277922
