GOBNILP Run started at: 2025-05-07 12:58:50.918089
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_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
2609 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
930 set packing constraints declared
800 constraints linking arrows to family variables declared
200 arrow variables removed
201 constraints linking arrows to adjs declared
99 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -655421.69
**********
0<- -27662.910919284284
1<- -25065.606319120066
10<- -25076.454389756367
11<- -28102.06069335478
12<-10,19 -22038.319072697363
19<- -29145.012292225158
13<- -30671.479929497436
14<-13,23 -23413.613570437876
23<-15 -14629.86285290187
15<- -36646.51286836819
16<-22,5 -28743.30844010438
22<- -22850.586986025428
5<-18 -31484.445453166885
17<- -29940.68766382336
18<-2 -18238.451081505398
2<- -32691.038524121566
20<-7 -16276.311004492638
7<- -50139.81196421165
21<- -22140.606454313525
24<-20 -10271.213945185717
3<-12,5,8 -24009.19010350765
8<-1,10,18 -31947.157074603958
4<-0,11,7 -24958.598400780793
6<-13,20,8 -21522.512317176377
9<-8 -27755.938145572614
**********
bnlearn modelstring = 
[0][1][10][11][12|19:10][19][13][14|23:13][23|15][15][16|22:5][22][5|18][17][18|2][2][20|7][7][21][24|20][3|8:12:5][8|18:1:10][4|7:11:0][6|8:20:13][9|8]

GOBNILP Run completed at: 2025-05-07 13:07:56.799826
