GOBNILP Run started at: 2025-05-07 13:02:46.431113
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_1_8.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
770 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
201 set packing constraints declared
382 constraints linking arrows to family variables declared
409 arrow variables removed
96 constraints linking arrows to adjs declared
204 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -663739.66
**********
0<-14,4 -26320.251610575106
4<-22 -23082.866657487317
14<- -24075.598645470538
1<- -28438.554573861034
10<-16 -19714.88716043381
16<- -31385.593674649765
11<-13 -25522.17486864155
13<- -33670.20650022666
12<- -39266.15617455013
15<-12 -8537.821130726103
17<-1,18 -29984.03843965999
18<-4 -21000.582118544826
19<- -25194.329374452256
2<- -27802.29606478346
20<-11,23,6 -25081.14088620543
23<-2,4 -24643.216397451906
6<- -27201.479555367005
21<- -27355.853048635465
22<- -41529.017900774394
24<- -25270.182628100734
3<-10 -24111.560408183435
5<- -23885.26617340927
7<- -23659.000133361784
8<-15 -25974.06516718399
9<-5,6 -31033.516864068042
**********
bnlearn modelstring = 
[0|4:14][4|22][14][1][10|16][16][11|13][13][12][15|12][17|18:1][18|4][19][2][20|23:11:6][23|4:2][6][21][22][24][3|10][5][7][8|15][9|6:5]

GOBNILP Run completed at: 2025-05-07 13:03:02.273410
