GOBNILP Run started at: 2025-05-07 09:36:17.866482
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_6.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
4033 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1240 set packing constraints declared
612 constraints linking arrows to family variables declared
74 arrow variables removed
153 constraints linking arrows to adjs declared
37 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -542071.73
**********
0<- -29502.085963671554
1<-15 -29043.33699962572
15<- -39113.09202074204
10<-15,18 -27442.996194868625
18<- -24326.90934275271
11<-15 -30154.171186352756
12<-11,14 -24190.1705198185
14<-6 -28132.410609689014
13<-15,2,7 -27611.806838160664
2<- -21914.881989683905
7<- -24557.601839782285
6<- -27383.779650518034
16<-1,14,8 -31571.53558079854
8<- -24230.340421733497
17<-15 -13352.94339550446
19<-0,12,6 -27011.66062811124
3<-0,13 -31405.53416975763
4<- -27475.537529733167
5<- -26470.839273339163
9<-11,6 -27180.100715156965
**********
bnlearn modelstring = 
[0][1|15][15][10|15:18][18][11|15][12|14:11][14|6][13|15:2:7][2][7][6][16|1:14:8][8][17|15][19|6:12:0][3|0:13][4][5][9|6:11]

GOBNILP Run completed at: 2025-05-07 09:59:09.529039
