GOBNILP Run started at: 2025-05-07 09:46:50.400934
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_1.5_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
9389 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2449 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -533386.48
**********
0<-5,9 -23429.381619469852
5<-12,19 -21792.837303830303
9<-14,18,8 -41922.49299079672
1<-17 -25053.461167083304
17<-10,14,19 -8883.195270932503
10<-18,2,9 -33677.37374908836
2<- -22144.84560752047
18<- -28857.99442381149
11<-12,17,5 -21912.510861413823
12<-10,2,9 -36331.01351199329
13<-10,11 -21733.423621000467
14<-18,2,8 -41111.78714554996
8<- -26317.947614615427
15<-10,3,6 -23779.077481850247
6<-13 -23524.28894489283
3<-10,12,6 -30992.40094453445
16<- -31262.20228341588
19<-10,12,14 -17439.7543508202
4<-12 -21706.46101442056
7<-1 -31514.03480596469
**********
bnlearn modelstring = 
[0|5:9][5|19:12][9|8:18:14][1|17][17|19:14:10][10|2:18:9][2][18][11|17:12:5][12|2:10:9][13|10:11][14|2:8:18][8][15|6:3:10][6|13][3|6:10:12][16][19|14:10:12][4|12][7|1]

GOBNILP Run completed at: 2025-05-07 11:05:57.534542
