GOBNILP Run started at: 2025-05-07 11:59:31.582061
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_8.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
20590 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
5014 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 -177320.16
**********
0<-10,2 -4189.687733137308
10<-12,2,20 -8104.615722714994
2<-4 -11230.685628534
1<-17,18,4 -7390.3911215074095
17<-11,4,9 -10630.295516599917
18<-14,4 -4746.577457653403
4<- -10845.880438275633
20<-11,23,6 -9524.060337606623
12<- -11797.25098731811
11<-13,2,4 -6213.384497612607
13<-12,2,4 -9842.718018726102
14<-0,4 -2122.0689982931412
15<-12,20,21 -2288.645871324179
21<-12,2,20 -6649.34811361924
16<-10,22,23 -6791.254900310827
22<-13,15,2 -5845.361819615971
23<-12,2,4 -8040.190785941688
9<-5,6 -5966.835288714804
19<-11,17,9 -4044.4716106420656
6<-12,13,23 -6471.401413022801
24<- -5321.075453395897
3<-15,5,9 -8613.55947652484
5<-0,18 -7360.9785109620125
7<- -5771.9863046285545
8<-12,15,18 -7517.431770498608
**********
bnlearn modelstring = 
[0|10:2][10|20:12:2][2|4][1|17:18:4][17|11:9:4][18|14:4][4][20|11:6:23][12][11|4:13:2][13|4:12:2][14|0:4][15|20:12:21][21|20:12:2][16|10:22:23][22|15:13:2][23|4:12:2][9|6:5][19|11:9:17][6|13:12:23][24][3|9:15:5][5|0:18][7][8|15:18:12]

GOBNILP Run completed at: 2025-05-07 14:59:33.017498
