GOBNILP Run started at: 2025-05-07 10:21:21.210868
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_8.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
10935 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2872 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 -548366.1
**********
0<- -22172.113037418654
1<-11,12 -30154.45982997107
12<-10,17,18 -17905.012632480757
11<- -22737.941122159198
10<-15,2 -25278.20601518108
2<-11,15 -46903.58121706349
15<- -36075.74033949563
17<-11,15,3 -43383.53426221455
18<-11,17,2 -22596.065180424142
13<-11,14,4 -21034.410415141938
4<-12,15,2 -15351.281376614867
14<-17,3,7 -27923.883626587507
3<-10,11,2 -29067.103499689394
7<-15,2,4 -21626.045352256733
16<-13 -30382.583037918066
19<-13,2 -31567.68473291728
5<-14,8 -22821.8082615385
8<-11,15,19 -26068.6134626942
6<-10,2,3 -27569.59047175764
9<-0,13 -27746.444041720177
**********
bnlearn modelstring = 
[0][1|12:11][12|17:10:18][11][10|2:15][2|11:15][15][17|11:15:3][18|11:2:17][13|11:4:14][4|12:2:15][14|17:3:7][3|11:10:2][7|2:15:4][16|13][19|2:13][5|8:14][8|19:11:15][6|2:10:3][9|0:13]

GOBNILP Run completed at: 2025-05-07 10:32:30.253886
