GOBNILP Run started at: 2025-05-07 09:23:48.857880
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_1.5_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
6337 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1640 set packing constraints declared
686 constraints linking arrows to family variables declared
37 arrow variables removed
174 constraints linking arrows to adjs declared
16 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -141667.77
**********
0<- -5546.746960059174
1<-11,12 -5995.600208728748
12<-10,11,17 -6075.694682411615
11<- -7661.89304147074
10<-17,2,4 -7180.94741709226
2<-11,4,7 -10768.572243448869
17<-11,2,7 -13920.74761754781
4<- -7409.910305773919
13<-10,17,4 -6617.168731155956
14<-11,15,17 -6729.700329933434
15<-10,11,4 -3006.075495153511
16<-13 -7511.5106112674575
7<- -7528.861966780523
18<- -5677.873587837707
19<-13 -7882.754618651953
3<-10,2,6 -6183.6814144227665
6<-10,13,17 -5399.399609114289
5<-14,8 -7006.441079662717
8<-11,15 -7811.47100776235
9<-0,13 -5752.718341069093
**********
bnlearn modelstring = 
[0][1|12:11][12|10:17:11][11][10|2:17:4][2|7:4:11][17|7:2:11][4][13|10:17:4][14|15:17:11][15|10:4:11][16|13][7][18][19|13][3|10:2:6][6|10:17:13][5|14:8][8|15:11][9|0:13]

GOBNILP Run completed at: 2025-05-07 09:32:22.210454
