GOBNILP Run started at: 2025-05-07 09:33:45.334498
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_0.5_7.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
213 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
46 set packing constraints declared
172 constraints linking arrows to family variables declared
294 arrow variables removed
44 constraints linking arrows to adjs declared
146 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -531894.45
**********
0<-9 -27236.488859501904
9<- -32906.748390360684
1<-0 -19107.82973933394
10<- -30802.068016661982
11<- -32035.818922650124
12<- -32817.434173739115
13<-12 -21603.443596833746
14<-10 -25656.589634354637
15<-10 -26566.317591840223
16<- -27378.951611830955
17<- -30698.068514285016
18<-13,4 -12099.493893147366
4<- -42683.047358454474
19<-10 -22042.839040317744
2<-18 -21555.739468292148
3<- -25475.97726283833
5<- -28639.88240584157
6<- -24201.47492680232
7<-13,14 -25181.69232042149
8<-11,13 -23204.542643269124
**********
bnlearn modelstring = 
[0|9][9][1|0][10][11][12][13|12][14|10][15|10][16][17][18|4:13][4][19|10][2|18][3][5][6][7|13:14][8|11:13]

GOBNILP Run completed at: 2025-05-07 09:33:52.090264
