GOBNILP Run started at: 2025-05-07 10:55:01.025204
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1_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
1074 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
269 set packing constraints declared
272 constraints linking arrows to family variables declared
464 arrow variables removed
68 constraints linking arrows to adjs declared
232 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -164620.8
**********
0<-15,6,8 -2024.0825549618546
15<-13,6,8 -8502.689385477008
6<-17 -6535.19804267953
8<-6 -10078.642867927221
1<- -6974.4454345148715
10<- -5861.61330408902
11<-20 -1896.7041845494268
20<- -11038.420099562296
12<- -6197.7727625443695
13<- -7515.622006806875
14<- -12694.810843264768
16<- -5576.260215838653
17<-14 -4264.706690825508
18<- -6402.177653743446
19<- -6988.549046679478
2<-3 -3897.5799210549712
3<- -10019.973132897117
21<- -5574.074716472906
22<-0,7,9 -6548.709449021322
9<-0,8 -5392.687177308212
7<-9 -5848.655689370292
23<-0 -6878.2858970576035
24<- -5910.0106537993815
4<-7 -5689.5773928927565
5<- -6309.548360326676
**********
bnlearn modelstring = 
[0|15:6:8][15|13:6:8][6|17][8|6][1][10][11|20][20][12][13][14][16][17|14][18][19][2|3][3][21][22|0:9:7][9|0:8][7|9][23|0][24][4|7][5]

GOBNILP Run completed at: 2025-05-07 10:55:12.160989
