GOBNILP Run started at: 2025-05-07 11:41:41.065473
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_2.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
15345 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
4154 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 -178233.33
**********
0<- -7885.916762980664
1<-4,5,9 -7288.113777752895
4<- -7996.04787674578
9<- -5806.317360972603
5<-12,3 -6046.460757835533
10<-12,15,6 -3992.4357028832
12<- -6993.098946054636
15<-12,3,6 -10845.18378396523
6<- -7752.06337641965
11<-1,16,9 -5955.637237150311
16<-14,9 -6775.785566214313
13<-20,24,9 -9119.849209393577
24<-1,20,3 -8400.961651006275
20<-10,21,4 -7931.07997400241
14<-1,13,15 -5676.17865870676
3<-9 -7244.006273275966
17<-2 -5131.5377862988635
2<-16,18,3 -6775.555964192668
18<-16,3,4 -11579.01743988917
19<-23,4,5 -5405.323629869878
23<- -7461.829046769726
21<-12,3,9 -5406.902460492418
22<- -6424.518069988895
7<-13,18,8 -5870.572434854852
8<-1,10,18 -8468.938417600772
**********
bnlearn modelstring = 
[0][1|4:9:5][4][9][5|12:3][10|12:15:6][12][15|12:6:3][6][11|9:1:16][16|9:14][13|24:9:20][24|1:20:3][20|21:10:4][14|1:15:13][3|9][17|2][2|18:16:3][18|4:16:3][19|4:23:5][23][21|12:9:3][22][7|18:8:13][8|10:18:1]

GOBNILP Run completed at: 2025-05-07 14:10:22.212857
