GOBNILP Run started at: 2025-05-07 12:29:38.626781
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_1_4.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
6791 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
2030 set packing constraints declared
760 constraints linking arrows to family variables declared
220 arrow variables removed
191 constraints linking arrows to adjs declared
109 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -671713.1
**********
0<-13 -11797.240529744597
13<- -39613.48689158348
1<-0,11 -29154.28193746201
11<- -45915.844965496915
10<-12 -24941.474986274774
12<-5 -25886.319930873717
5<- -28943.913680951788
14<-12,17,8 -34774.26503569428
8<-18,22,7 -21955.646370476337
17<-10,12,21 -25640.31799392381
15<-19,22 -32197.877212976564
22<-11 -9635.022396767688
19<-0 -25267.845085263445
16<- -35525.38752326587
21<-16 -15017.068970643633
18<-13,21 -30501.16430726958
2<-22 -30224.41842474958
20<- -22000.7976472935
23<- -40369.739295608124
24<-14,17,8 -20135.802282037468
3<-23 -13474.492276093495
4<-0,2 -29633.77813764716
6<- -27436.870287778595
7<-4 -26562.640901815506
9<- -25107.405739552814
**********
bnlearn modelstring = 
[0|13][13][1|0:11][11][10|12][12|5][5][14|12:8:17][8|22:7:18][17|12:10:21][15|22:19][22|11][19|0][16][21|16][18|13:21][2|22][20][23][24|14:8:17][3|23][4|0:2][6][7|4][9]

GOBNILP Run completed at: 2025-05-07 13:28:46.188888
