GOBNILP Run started at: 2025-05-07 11:42:24.970378
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_3.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
30204 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
7170 set packing constraints declared
1188 constraints linking arrows to family variables declared
6 arrow variables removed
297 constraints linking arrows to adjs declared
3 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -180867.31
**********
0<-21,6 -7518.184111372998
6<-14,22,4 -6509.012482757238
21<-11,14,15 -7066.61598821468
1<-9 -9416.116809619965
9<- -16158.829678060369
10<-0,11,9 -11472.271577164587
11<-1,16,9 -11370.95067240331
16<-1,2,24 -4871.411465305375
12<-15,16,5 -2276.275678753196
5<-10,14,9 -4625.590462476348
15<-11,14,9 -4755.985507219504
13<-14,22,7 -5425.15421064482
22<-1,16,7 -4888.941173185654
7<-11,2,24 -10276.77079223511
14<-11,16,7 -6011.413668245948
24<-1,9 -11796.75571871524
2<-18,24,9 -8460.880105883536
17<-1,22,7 -5474.3337470787465
18<-1,24,9 -3563.0107994180926
19<-14 -6629.187226488645
20<-21,22 -7328.798679704873
23<-10,3,9 -5231.049744572983
3<-1,8,9 -6088.004014071548
8<-0,16 -7243.045041210281
4<-14,2,9 -6408.720308205053
**********
bnlearn modelstring = 
[0|6:21][6|22:4:14][21|15:11:14][1|9][9][10|9:11:0][11|9:1:16][16|1:24:2][12|16:5:15][5|9:14:10][15|9:11:14][13|22:7:14][22|1:16:7][7|2:11:24][14|16:7:11][24|9:1][2|18:24:9][17|22:1:7][18|9:1:24][19|14][20|22:21][23|9:10:3][3|9:1:8][8|16:0][4|9:2:14]

GOBNILP Run completed at: 2025-05-07 14:42:26.604743
