GOBNILP Run started at: 2025-05-07 11:44:57.038191
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_5.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
31509 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
7260 set packing constraints declared
1200 constraints linking arrows to family variables declared
0 arrow variables removed
300 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -182504.71
**********
0<-20,3,8 -7139.711065739733
20<-13,6,8 -4415.847886253685
8<-13,22,6 -12032.58095912606
3<-20,22,8 -14805.78813023673
1<-2,5,8 -7667.136114107494
5<-0,3,8 -6491.2854260742515
2<-13,18,6 -7114.481718422458
10<-19,22,8 -3564.358773876722
22<- -11636.082595320757
19<-1,12,5 -3351.8558299986307
11<-12,19,2 -7581.2896751171775
12<-20,21,7 -2989.725167470662
7<-0,1,3 -10068.004547876719
21<-13,22,7 -5041.099835507039
13<-22 -9466.234750133624
14<-0,13,5 -10012.875333914786
15<-16,23 -5719.500978229517
16<-13,22 -6841.013084517553
23<-0,14,5 -5487.519281755556
17<-1,7,8 -5829.87866753969
18<-22,5 -2341.7865542869454
6<-13,22 -13093.35830224223
24<-0,20,22 -2338.3287118162425
4<-11,17,7 -10013.767977063571
9<-7,8 -7461.199270689894
**********
bnlearn modelstring = 
[0|20:8:3][20|13:6:8][8|13:22:6][3|20:8:22][1|5:8:2][5|8:3:0][2|13:6:18][10|8:22:19][22][19|1:12:5][11|12:2:19][12|20:7:21][7|1:3:0][21|7:13:22][13|22][14|13:0:5][15|16:23][16|13:22][23|14:0:5][17|1:8:7][18|22:5][6|13:22][24|20:22:0][4|7:17:11][9|8:7]

GOBNILP Run completed at: 2025-05-07 14:44:58.463210
