GOBNILP Run started at: 2025-05-07 12:15:20.908817
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_0.5_2.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
3112 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
834 set packing constraints declared
556 constraints linking arrows to family variables declared
322 arrow variables removed
141 constraints linking arrows to adjs declared
159 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -693925.28
**********
0<- -31692.363220387266
1<-5,9 -21621.720428481705
9<-3 -22674.96529665917
5<- -32756.166704333005
10<-3 -32039.22197764314
3<-5 -27261.519408784745
11<-16 -28019.63385327625
16<-13,24,7 -26052.09474006136
12<- -25449.164270784906
13<-12,24,7 -31067.923191840302
24<-3 -25711.68716965267
7<- -26053.322210114904
14<- -31032.89991825792
15<-3 -26981.929696934454
17<-2 -24337.053703413363
2<- -30364.606567236133
18<-3,7 -23928.964186842604
19<-23,5 -28931.728897018205
23<- -28154.13795955312
20<-10 -27965.861179269054
21<- -21247.89216414733
22<- -30977.673852555177
4<- -31804.620448846574
6<- -28022.20969920034
8<-10,7 -29775.91455306758
**********
bnlearn modelstring = 
[0][1|9:5][9|3][5][10|3][3|5][11|16][16|24:7:13][12][13|12:24:7][24|3][7][14][15|3][17|2][2][18|3:7][19|23:5][23][20|10][21][22][4][6][8|10:7]

GOBNILP Run completed at: 2025-05-07 12:18:10.850492
