GOBNILP Run started at: 2025-05-07 10:45:06.180339
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_4.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
5144 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
1316 set packing constraints declared
766 constraints linking arrows to family variables declared
217 arrow variables removed
192 constraints linking arrows to adjs declared
108 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -172359.18
**********
0<-13 -5635.036426464523
13<- -7310.243756464108
1<-0,11 -6395.004494698901
11<-22 -7183.474070067436
10<- -8726.548091163022
22<- -7391.543633347246
12<-10 -4198.284738102705
14<-12,17,8 -9679.738871930896
8<-18,22,7 -6218.6253007589385
17<-10,12,21 -6120.415116345359
15<-19,22 -7859.616814148504
19<-0 -7855.698321098242
16<-21 -6670.621485077366
21<- -6785.331505101743
18<-13,21 -7574.185350783527
2<-22 -5965.84502953849
20<- -7674.016598280149
23<- -9015.18964916922
24<-14,17,8 -5658.0925327070345
3<-23 -5477.283272702728
4<-0,2 -6675.020135975882
5<-12 -5630.83229410513
6<- -7918.799103292935
7<-4 -5900.892889653706
9<- -6838.83822460556
**********
bnlearn modelstring = 
[0|13][13][1|11:0][11|22][10][22][12|10][14|8:12:17][8|22:7:18][17|12:21:10][15|22:19][19|0][16|21][21][18|13:21][2|22][20][23][24|14:8:17][3|23][4|0:2][5|12][6][7|4][9]

GOBNILP Run completed at: 2025-05-07 11:25:48.196747
