GOBNILP Run started at: 2025-05-07 11:37:59.482794
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1.5_9.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
9841 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
2923 set packing constraints declared
1086 constraints linking arrows to family variables declared
57 arrow variables removed
272 constraints linking arrows to adjs declared
28 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -179882.58
**********
0<-11,13 -7910.4727698170145
13<-9 -5317.196374059075
11<-12 -2968.080019290247
1<-10,12,21 -13144.223258368276
21<- -13949.552309402015
10<- -6929.319693006539
12<- -12760.756154838835
9<-1,15,3 -3353.428408060243
14<-1,10,12 -8576.779664094165
15<-1,2,21 -5553.784528984344
2<-1,14,21 -8978.880351560872
16<- -7189.627262447497
17<-3 -7285.480195713545
3<-14,15,2 -3076.963229960389
18<-3,9 -6269.5641748291555
19<-1,12,21 -6315.540121318567
20<-17,6 -7674.416656956641
6<-2,3 -6351.749004766484
22<-12,13,5 -6392.632588618211
5<- -7800.718120405509
23<-10,13,18 -6398.844724460125
24<-10,7 -7375.720519059722
7<-11 -4490.373988855253
4<- -7043.824109990727
8<-10,16 -6774.654277780125
**********
bnlearn modelstring = 
[0|13:11][13|9][11|12][1|21:10:12][21][10][12][9|3:1:15][14|1:10:12][15|21:2:1][2|21:14:1][16][17|3][3|14:15:2][18|9:3][19|21:1:12][20|17:6][6|2:3][22|5:13:12][5][23|13:10:18][24|10:7][7|11][4][8|10:16]

GOBNILP Run completed at: 2025-05-07 12:24:22.858471
