GOBNILP Run started at: 2025-05-07 09:58:28.822120
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_2_2.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
18602 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
4581 set packing constraints declared
760 constraints linking arrows to family variables declared
0 arrow variables removed
190 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -553955.84
**********
0<-18,3,7 -25279.507791160453
3<-11,7 -36629.513634959374
18<-12,3,7 -17498.917241355208
7<- -45091.86009063004
1<-10,5 -31795.506878069697
5<-10,11,16 -26591.351926756142
10<-11,12,7 -11986.60078653148
11<- -80555.94057464108
12<-11,16,3 -12375.992643974247
16<-11,3,7 -19268.821443889196
13<-11,12 -25617.97858314652
14<-1,18 -22260.89475026422
15<-11,17,18 -29006.39462800783
17<-16,5,7 -14283.172492442178
19<-0,6 -29928.97860194023
6<-1,17,9 -32946.22566717998
2<-12,14,9 -25088.805396710108
9<-12,5 -20353.04502673041
4<-0,18,7 -17097.621752091327
8<-16,17,6 -30298.712474160326
**********
bnlearn modelstring = 
[0|3:18:7][3|11:7][18|3:7:12][7][1|5:10][5|16:11:10][10|11:7:12][11][12|16:11:3][16|11:3:7][13|11:12][14|1:18][15|11:17:18][17|16:5:7][19|0:6][6|1:17:9][2|14:9:12][9|5:12][4|0:18:7][8|16:17:6]

GOBNILP Run completed at: 2025-05-07 11:40:21.811671
