GOBNILP Run started at: 2025-05-07 09:44:15.298554
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_1.5_4.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
6349 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1868 set packing constraints declared
612 constraints linking arrows to family variables declared
74 arrow variables removed
153 constraints linking arrows to adjs declared
37 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -540918.13
**********
0<-11,17,19 -14741.363564154444
17<-11,6,9 -18918.74517634522
19<-13,16,9 -13413.91757093989
11<-1 -19952.950634745164
1<- -61395.777492759604
10<-11,16,9 -28220.115447025157
16<-11,13,6 -39860.13967980742
9<-11,13,16 -30454.694921974115
12<-0,11,17 -21947.179202915468
13<- -42269.08736903729
14<-5,6,9 -27381.168173695733
6<-5 -9419.552621759032
5<- -38576.760467608314
15<-12,17 -29563.560548450936
18<- -22194.545013555657
2<-11 -28455.393312119984
3<-13 -18198.506995802123
4<-19,6 -30118.699149345717
7<-10,2,4 -22137.96509877503
8<- -23698.004318169733
**********
bnlearn modelstring = 
[0|17:19:11][17|6:11:9][19|13:16:9][11|1][1][10|16:11:9][16|6:13:11][9|13:16:11][12|17:0:11][13][14|6:5:9][6|5][5][15|12:17][18][2|11][3|13][4|6:19][7|2:10:4][8]

GOBNILP Run completed at: 2025-05-07 09:46:50.400212
