GOBNILP Run started at: 2025-05-07 09:18:41.971715
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_5000_1_1.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
1771 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
460 set packing constraints declared
360 constraints linking arrows to family variables declared
30 arrow variables removed
90 constraints linking arrows to adjs declared
15 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -102271.01
**********
0<-1 -7927.286541044968
1<-2 -7265.183422533393
2<-10 -3830.7722610634564
10<- -10270.752434267943
11<-13,6,8 -6152.332681072216
13<- -11599.68636587412
6<-4 -4967.270196252216
8<-10,13,6 -6289.057456289518
12<-10,14 -5564.518463087473
14<-13 -5601.639703899004
3<- -6931.548313621707
4<- -6882.839988446384
5<-10,3,7 -7567.762223449588
7<-13 -4011.182418068426
9<- -7409.180780579845
**********
bnlearn modelstring = 
[0|1][1|2][2|10][10][11|13:6:8][13][6|4][8|13:6:10][12|10:14][14|13][3][4][5|3:7:10][7|13][9]

GOBNILP Run completed at: 2025-05-07 09:19:14.644305
