GOBNILP Run started at: 2025-05-07 09:39:48.539199
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_9.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
2172 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
525 set packing constraints declared
420 constraints linking arrows to family variables declared
170 arrow variables removed
105 constraints linking arrows to adjs declared
85 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -537413.24
**********
0<-18 -31778.149037427804
18<-16,2,6 -29776.48854341603
1<-12,15 -24843.65053594327
15<-16 -28718.849829524268
12<-16,6 -26965.8346494831
10<-7 -29138.71366797073
7<- -25148.524212746142
11<-9 -31446.479961686855
9<-16 -23327.955740251928
6<-13 -19955.442795098523
16<- -23489.337682711608
13<- -35249.68556350178
14<- -22260.828536812212
17<-11 -30643.411701029338
2<- -25362.03722847751
19<-10,12 -31219.098715306005
3<- -27074.856483049447
4<- -21775.98268937255
5<- -24966.33004880522
8<- -24271.585220521385
**********
bnlearn modelstring = 
[0|18][18|6:16:2][1|15:12][15|16][12|6:16][10|7][7][11|9][9|16][6|13][16][13][14][17|11][2][19|10:12][3][4][5][8]

GOBNILP Run completed at: 2025-05-07 09:40:34.220777
