GOBNILP Run started at: 2025-05-07 09:59:09.531272
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_2_4.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
15158 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3709 set packing constraints declared
760 constraints linking arrows to family variables declared
0 arrow variables removed
190 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -550184.71
**********
0<-10,16,9 -22077.40559027649
10<-11,16,9 -20677.043660599033
16<-9 -50996.384732573
9<- -49807.93627893867
1<-11,7 -30341.37112188356
7<-10,2,4 -24425.529048966353
11<-13,16,9 -43158.77106440378
13<-16,3,9 -25319.697530711208
12<-14,5,9 -15796.076053072427
14<-5,6,9 -35293.23682853413
5<-1,13,6 -24496.011568662383
3<- -30670.83937576984
6<-0,11,16 -25168.579242227243
15<-12,17 -29819.652350175085
17<-0,11,9 -17114.867430583057
18<-0,11,19 -14110.803217647515
19<-0,17,6 -14385.616576450911
2<-11,19 -24129.569678683
4<-19,3,6 -23151.50056646944
8<-19 -29243.814933484085
**********
bnlearn modelstring = 
[0|10:16:9][10|9:16:11][16|9][9][1|7:11][7|10:4:2][11|16:9:13][13|16:9:3][12|9:14:5][14|9:6:5][5|6:1:13][3][6|16:11:0][15|17:12][17|9:11:0][18|19:11:0][19|17:6:0][2|19:11][4|19:3:6][8|19]

GOBNILP Run completed at: 2025-05-07 10:14:14.682689
