GOBNILP Run started at: 2025-05-07 09:22:06.654206
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_0.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
9029 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2193 set packing constraints declared
756 constraints linking arrows to family variables declared
2 arrow variables removed
189 constraints linking arrows to adjs declared
1 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -132481.51
**********
0<-10,18,8 -9848.765567231321
10<-1,13,8 -5467.386690048066
18<-6 -5073.832688711356
8<- -7783.784873472501
1<- -6290.927295390455
13<-1,18,8 -6328.949178541707
11<-18,2,8 -9435.720882467953
2<-19,8 -7118.368878723318
12<-0,2,8 -11430.175239966675
14<-0,12,8 -2641.8824992185673
15<-13 -7217.669345142825
16<-14,7,9 -6158.535229209307
9<-10,13 -6097.293682080996
7<- -7325.83250762298
17<-18,5 -4255.392870647497
5<-11,2,8 -6331.487773218951
6<- -7537.580629297521
19<-0,18,8 -3218.2731032436004
3<-1 -7066.160429428053
4<-17 -5853.4946262996755
**********
bnlearn modelstring = 
[0|10:18:8][10|13:1:8][18|6][8][1][13|1:18:8][11|2:18:8][2|8:19][12|2:8:0][14|12:8:0][15|13][16|14:9:7][9|10:13][7][17|18:5][5|2:8:11][6][19|18:8:0][3|1][4|17]

GOBNILP Run completed at: 2025-05-07 09:33:18.748564
