GOBNILP Run started at: 2025-05-07 09:40:00.662570
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_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
10540 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2791 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 -534359.77
**********
0<-2 -36999.92302622355
2<-14 -22379.507030822137
1<-13,18,8 -17088.505490504343
13<-10,18,8 -34632.41434221772
18<-0,10,8 -27554.795669282285
8<-12,14,19 -6209.136686714722
10<-0,19,8 -17746.894030876247
19<-0,12,2 -19495.768355857588
11<-2,8 -31610.683586690422
12<-0,14,2 -34827.77259203315
14<- -41557.31207682183
15<-13 -24966.391308465867
16<-14,7,9 -31455.080583411727
9<-10,13 -28330.683047401406
7<- -22615.91883986545
17<-18,5 -25548.352996718117
5<-11,18,2 -31369.999148876865
3<-1 -24915.187841197338
4<-17 -27828.126654307674
6<-18 -27227.317666177732
**********
bnlearn modelstring = 
[0|2][2|14][1|13:18:8][13|18:8:10][18|8:10:0][8|12:19:14][10|8:19:0][19|2:12:0][11|2:8][12|14:2:0][14][15|13][16|9:7:14][9|13:10][7][17|18:5][5|18:11:2][3|1][4|17][6|18]

GOBNILP Run completed at: 2025-05-07 09:44:15.297542
