GOBNILP Run started at: 2025-05-07 09:18:58.422907
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_3.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
1223 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
357 set packing constraints declared
408 constraints linking arrows to family variables declared
6 arrow variables removed
102 constraints linking arrows to adjs declared
3 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -105201.46
**********
0<-6,7 -5499.827323810588
6<- -5994.716437610004
7<-5 -4018.6752561232415
1<- -11206.521210966883
10<-11,2 -7875.5497544301625
11<- -6817.727616219476
2<-1,12,4 -6798.39747963473
12<-1 -3136.4789831818753
13<-12,7 -7998.461554269531
14<-6,7 -7132.191043731696
4<-12 -7693.530421285289
3<-6,7 -6975.248321520304
5<- -9462.300176687764
8<-14,7 -6993.879528798349
9<-14,3 -7597.955787295513
**********
bnlearn modelstring = 
[0|6:7][6][7|5][1][10|11:2][11][2|4:1:12][12|1][13|7:12][14|6:7][4|12][3|6:7][5][8|7:14][9|3:14]

GOBNILP Run completed at: 2025-05-07 09:19:36.555265
