GOBNILP Run started at: 2025-05-07 09:22:26.847418
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_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
12366 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3123 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 -139587.93
**********
0<-19,4,6 -4105.9691531557855
19<-11,17,8 -7429.478216786176
4<-18 -6368.5034164817835
6<-14,15,7 -4119.741376223634
1<-0,17,18 -3486.93584625967
18<- -11814.77693600976
17<-11,12,3 -6240.644374200672
10<-0,4 -4921.748530779171
11<-12,18,3 -14524.420829184694
3<- -7800.901176333513
12<-18,3,4 -11608.431447969879
13<-10,16,6 -6624.172043962104
16<-14,6,8 -2137.550750169952
14<-3,4,8 -6785.279506033899
8<-11,18,4 -11003.482286057077
15<-4,7,8 -5762.849956255561
7<-12,14,18 -3087.0413316630056
2<-3,6 -6091.112631999059
5<-13,6,7 -7693.055299710073
9<-1,2 -7981.834382833892
**********
bnlearn modelstring = 
[0|19:4:6][19|17:11:8][4|18][6|14:7:15][1|18:17:0][18][17|3:12:11][10|4:0][11|18:3:12][3][12|18:3:4][13|10:16:6][16|14:8:6][14|3:4:8][8|18:4:11][15|4:7:8][7|14:18:12][2|3:6][5|13:7:6][9|2:1]

GOBNILP Run completed at: 2025-05-07 09:33:51.684512
