GOBNILP Run started at: 2025-05-07 09:23:17.246424
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_6.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
11118 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2606 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 -140377.62
**********
0<-11 -5695.0990479252005
11<-14,15 -7663.001363209159
1<- -10838.312130462495
10<-0,15,18 -5448.812681429152
15<-1 -6954.21328288801
18<-12,17 -6509.381473217131
14<-1,16,8 -5270.428004958701
12<-11,14,8 -7915.518097589653
8<- -7881.275552987368
13<-15,2,7 -7811.170624444747
7<- -7055.118011862129
2<-6 -6606.356339344168
16<-1,15,8 -8371.551385355984
17<-15 -5668.187606052233
19<-0,1,12 -8490.732213380199
6<-1,12,19 -3213.884978981512
3<-0,13 -6805.540626620042
4<-2 -7731.238343115415
5<- -7280.455040645135
9<-11,16,6 -7167.343408944425
**********
bnlearn modelstring = 
[0|11][11|15:14][1][10|15:0:18][15|1][18|17:12][14|8:16:1][12|8:14:11][8][13|7:15:2][7][2|6][16|8:15:1][17|15][19|1:0:12][6|19:1:12][3|13:0][4|2][5][9|16:6:11]

GOBNILP Run completed at: 2025-05-07 10:21:21.207150
