GOBNILP Run started at: 2025-05-07 09:19:51.515537
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_15_20000_1_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
344 family variables declared
210 arrow variables declared
105 adj variables declared
15 constraints insisting on exactly one parent set for each variable
97 set packing constraints declared
216 constraints linking arrows to family variables declared
102 arrow variables removed
54 constraints linking arrows to adjs declared
51 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -412183.59
**********
0<- -23989.12389831639
1<-12,2 -23699.590245123683
12<- -32009.687924788508
2<-12 -34630.87724424109
10<-11,2 -30186.224493210037
11<- -25597.14506214741
13<-12,7 -21742.65484898883
7<-5 -22233.482139181513
14<- -26872.201755412487
3<-6,7 -31413.795742553528
6<- -25213.368236206756
4<- -30767.692627361597
5<- -29330.35010160548
8<- -25255.24560970231
9<-3 -29242.14690520419
**********
bnlearn modelstring = 
[0][1|12:2][12][2|12][10|11:2][11][13|12:7][7|5][14][3|6:7][6][4][5][8][9|3]

GOBNILP Run completed at: 2025-05-07 09:19:57.315187
