GOBNILP Run started at: 2025-05-07 09:18:46.838695
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_5.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
758 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
220 set packing constraints declared
268 constraints linking arrows to family variables declared
76 arrow variables removed
67 constraints linking arrows to adjs declared
38 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -100606.89
**********
0<-11,4,9 -7287.253358318778
9<- -9956.998542128209
11<- -7129.207556460673
4<-5,7 -6577.710545998209
1<-7 -4703.380714785065
7<- -10574.931354989041
10<- -5840.239170298537
12<- -8203.714680607149
13<-4 -5409.951094107065
14<-12 -6636.867270810463
2<- -5589.4315158111585
3<-13,5,7 -6046.956297191637
5<-9 -3189.1817939490875
6<-2 -6907.386011075601
8<-1,2 -6553.675100879026
**********
bnlearn modelstring = 
[0|9:11:4][9][11][4|7:5][1|7][7][10][12][13|4][14|12][2][3|7:5:13][5|9][6|2][8|1:2]

GOBNILP Run completed at: 2025-05-07 09:19:07.286845
