GOBNILP Run started at: 2025-05-07 09:18:54.816914
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_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
2085 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
537 set packing constraints declared
416 constraints linking arrows to family variables declared
2 arrow variables removed
104 constraints linking arrows to adjs declared
1 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -102237.35
**********
0<-1 -7969.02077837832
1<-2 -7996.61821318452
2<- -6104.90648214688
10<-2 -8032.322290331633
11<-13,6,8 -6032.634951983056
13<-7 -6128.5424076432755
6<-4 -3107.0044219859747
8<-10,13,6 -5351.76295908783
12<-10,14,7 -6290.28559924006
14<-13 -7292.18895341739
7<- -7641.97655044497
3<-10,12,5 -5523.042967393407
5<-10,12,7 -9284.916951690857
4<- -9880.548509249662
9<-14 -5601.578909847266
**********
bnlearn modelstring = 
[0|1][1|2][2][10|2][11|13:6:8][13|7][6|4][8|13:10:6][12|14:10:7][14|13][7][3|12:10:5][5|12:10:7][4][9|14]

GOBNILP Run completed at: 2025-05-07 09:19:10.440484
