GOBNILP Run started at: 2025-05-07 09:23:47.644982
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_7.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
10568 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2428 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -140887.78
**********
0<-1 -7864.332114332591
1<- -6240.857962707808
10<-19 -5736.259036430475
19<-18 -5705.256457901617
11<- -7672.9005887990925
12<-13,9 -7917.714612020057
13<-14,4,7 -2747.0923149840437
9<-0,14,19 -7711.565022468689
4<-11,14,18 -9209.695389712046
7<-11,18,4 -8824.860847804192
14<-1,10,5 -7631.796262924783
5<- -7463.584843108268
15<-10,13,7 -7344.921637002093
16<- -10287.283953548647
17<- -7380.777065286337
18<-0,2,5 -6300.583751883902
2<-16 -3420.725776195598
3<-0 -7765.569714649285
6<-2 -6020.17327347606
8<-11,13,18 -7641.826141001138
**********
bnlearn modelstring = 
[0|1][1][10|19][19|18][11][12|13:9][13|4:7:14][9|19:0:14][4|11:14:18][7|11:4:18][14|1:10:5][5][15|13:7:10][16][17][18|0:2:5][2|16][3|0][6|2][8|11:13:18]

GOBNILP Run completed at: 2025-05-07 09:36:17.863500
