GOBNILP Run started at: 2025-05-07 10:53:55.454128
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_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
2179 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
630 set packing constraints declared
708 constraints linking arrows to family variables declared
246 arrow variables removed
181 constraints linking arrows to adjs declared
119 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -171899.39
**********
0<- -6940.582190426629
1<-18 -7840.9720363416955
18<-5 -3344.9318615432558
10<- -5991.244259251931
11<- -5420.315231826692
12<-10,19 -7829.390449028194
19<- -5969.275943435418
13<- -7161.429158088183
14<-13,23 -7145.378675625266
23<- -6094.322084167633
15<-0,23 -5650.072258495155
16<- -9668.613294336052
17<-6 -7423.948227359405
6<-13,20,8 -7779.307785851537
5<- -8775.305271622974
2<-18 -7288.641692723958
20<-24 -7635.7553205018285
24<- -7779.635316595271
21<- -7508.094712307626
22<-16 -3896.9805506786533
3<-12,5,8 -7226.5329666935995
8<-1,10,18 -7160.2992362197165
4<-0,11,7 -6327.841353719459
7<-20 -6399.396075254496
9<-8 -7641.124290139661
**********
bnlearn modelstring = 
[0][1|18][18|5][10][11][12|19:10][19][13][14|23:13][23][15|23:0][16][17|6][6|8:20:13][5][2|18][20|24][24][21][22|16][3|8:5:12][8|1:18:10][4|7:0:11][7|20][9|8]

GOBNILP Run completed at: 2025-05-07 10:54:45.986687
