GOBNILP Run started at: 2025-05-07 14:43:15.179345
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_2_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
10058 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
2892 set packing constraints declared
1012 constraints linking arrows to family variables declared
94 arrow variables removed
253 constraints linking arrows to adjs declared
47 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -697541.37
**********
0<-23,6,8 -18751.824323572662
8<-15,3,4 -38681.3338172365
6<-15,23,4 -25449.502849558186
23<-13,3,8 -23068.26856820152
1<-15,4,8 -24613.244518922256
4<- -70840.82877094977
15<-3,4,5 -58216.545661318574
10<- -28263.861329203482
11<-20,9 -4369.8646035406355
20<-0,8,9 -25426.46115410467
9<-6,7,8 -11651.179842417643
12<-16 -24317.353583688102
16<- -22960.394982616363
13<-15,3,4 -26562.537470343457
3<-4 -48987.14937402012
14<-17,20 -26250.39900131757
17<-11,6 -29777.19682442145
5<- -31734.040283048238
18<- -27467.093586733303
19<-12,23 -24792.56041580438
2<-13,23,3 -14065.04955095433
21<-20,22,8 -20258.71007029048
22<-0,7,9 -25435.72324090008
7<-0,1,4 -13714.99382699155
24<-1,23,9 -31885.25442443256
**********
bnlearn modelstring = 
[0|8:6:23][8|4:3:15][6|4:15:23][23|3:13:8][1|4:15:8][4][15|4:3:5][10][11|20:9][20|9:0:8][9|7:6:8][12|16][16][13|4:3:15][3|4][14|20:17][17|11:6][5][18][19|23:12][2|3:13:23][21|20:22:8][22|9:7:0][7|4:1:0][24|9:1:23]

GOBNILP Run completed at: 2025-05-07 17:28:26.323674
