GOBNILP Run started at: 2025-05-07 09:36:15.423945
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.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
5240 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1386 set packing constraints declared
600 constraints linking arrows to family variables declared
80 arrow variables removed
150 constraints linking arrows to adjs declared
40 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -545517.67
**********
0<-5 -25054.546349906283
5<-10,11,12 -17723.00841404417
1<-17 -31092.540974994154
17<-11,12,5 -14084.730920877706
10<-15 -14126.553464312283
15<- -47186.34263913263
11<-10,12,6 -21713.168153456085
12<-15,3,6 -19266.13828789544
6<-10 -66077.91625570318
3<-10,15,6 -45563.89899477324
13<-10,11,6 -21208.55427141369
14<-17,18,2 -28198.44802966006
2<- -22144.84560752047
18<- -28857.99442381149
16<- -31262.20228341588
19<-10,12,5 -19697.556232455107
4<-12 -21743.25209354435
7<-1 -22530.205602027632
8<- -26317.947614615427
9<-10 -21667.817425129087
**********
bnlearn modelstring = 
[0|5][5|10:12:11][1|17][17|11:12:5][10|15][15][11|10:12:6][12|3:15:6][6|10][3|10:15:6][13|10:6:11][14|2:18:17][2][18][16][19|10:12:5][4|12][7|1][8][9|10]

GOBNILP Run completed at: 2025-05-07 09:41:15.360702
