GOBNILP Run started at: 2025-05-07 12:07:02.561536
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_2_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
19389 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
4772 set packing constraints declared
1104 constraints linking arrows to family variables declared
48 arrow variables removed
276 constraints linking arrows to adjs declared
24 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -176168.64
**********
0<-11,13,19 -7862.096905029359
11<-12,9 -7088.663913573039
13<-9 -7068.16309575853
19<-15 -8687.2044470652
1<-14,15,19 -13017.378576179175
14<-15 -11424.98910789449
15<- -10763.466451070753
10<-1,21,9 -6580.876499306198
9<-1,19,21 -2912.911210276352
21<-15,2 -5639.484160660902
12<-1,15,19 -6890.367585968697
16<-10,15,8 -6076.054583869418
8<-10,15,5 -8211.279742206914
17<-2,3 -6836.2684325334385
2<-1,14,19 -7827.255526955703
3<-15,2,9 -3034.985131045307
18<-3,9 -6436.553051771086
20<-16,17,6 -6606.50738019687
6<-19,2,3 -4812.586155327799
22<-12,13,5 -7524.236074291779
5<- -7800.718120405509
23<-10,13,18 -6464.194667092483
24<-10,3,7 -5581.633280539767
7<-11,9 -3976.9419023378446
4<- -7043.824109990727
**********
bnlearn modelstring = 
[0|11:13:19][11|12:9][13|9][19|15][1|14:15:19][14|15][15][10|1:9:21][9|1:19:21][21|15:2][12|1:15:19][16|15:10:8][8|5:15:10][17|2:3][2|1:19:14][3|9:15:2][18|9:3][20|6:17:16][6|19:2:3][22|12:5:13][5][23|18:10:13][24|10:3:7][7|11:9][4]

GOBNILP Run completed at: 2025-05-07 15:07:04.024211
