GOBNILP Run started at: 2025-05-07 13:13:37.830634
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_3.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
19681 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
5083 set packing constraints declared
1008 constraints linking arrows to family variables declared
96 arrow variables removed
252 constraints linking arrows to adjs declared
48 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -683016.09
**********
0<-10,11,8 -24596.80578107619
11<-14,21,7 -31739.20788095463
8<-16,21,22 -54156.84883073085
10<-11,8,9 -38388.33540718015
1<-12,22,7 -19920.66863610564
12<-11,14,21 -13558.398788364595
22<-12,14,7 -10644.592079216707
7<- -64084.617234745834
9<-14,15,5 -23459.91146748614
14<-7 -41752.86380409364
21<- -34557.84081444996
13<- -24952.509633270827
15<-21 -16796.93206916787
16<-1,12,22 -8091.9101330827025
17<-1,22,7 -26190.706379613803
18<- -27542.590725086546
19<- -29596.593620038482
2<-16,4 -11738.905166620134
4<-16,22,6 -23506.913886120492
20<-21,22 -31768.700060253315
23<-0,10,11 -29883.444184340646
24<-18,2,9 -30942.24283010212
3<-1 -22390.376833179183
6<-0,21,22 -13936.373299064091
5<-1,12 -28817.799633386123
**********
bnlearn modelstring = 
[0|11:8:10][11|14:7:21][8|16:22:21][10|9:11:8][1|12:22:7][12|14:11:21][22|14:12:7][7][9|14:15:5][14|7][21][13][15|21][16|1:12:22][17|1:22:7][18][19][2|16:4][4|16:6:22][20|22:21][23|11:10:0][24|9:18:2][3|1][6|21:22:0][5|1:12]

GOBNILP Run completed at: 2025-05-07 15:33:31.246765
