GOBNILP Run started at: 2025-05-07 14:03:13.445915
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_8.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
10752 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
3091 set packing constraints declared
844 constraints linking arrows to family variables declared
178 arrow variables removed
212 constraints linking arrows to adjs declared
88 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -645424.75
**********
0<-18,4,5 -30382.150739318553
18<-1,17,9 -6378.95900117835
5<-18,4,9 -29785.077743695052
4<-1,11,18 -7239.943151317296
1<- -58207.431033534165
10<- -27201.479555367005
11<-1,17 -21656.81796393841
17<- -49778.75760904905
12<-15 -25782.902797233164
15<- -25862.791145450978
13<-11,2,4 -31407.626169751537
2<- -28438.554573861034
14<-0,4 -9223.563925887363
16<-10,22 -27931.019571223085
22<-4 -25382.167683651864
9<-1,11,17 -28763.01039438058
19<- -24075.598645470538
20<-11,23,6 -23909.72575353292
23<-12,2,4 -24657.624563893427
6<-5,9 -20612.930607036826
21<- -25245.719046039394
24<- -22055.715522364786
3<-10,15,5 -21734.026822131396
7<- -23885.26617340927
8<-12,15 -25825.8905238241
**********
bnlearn modelstring = 
[0|18:5:4][18|1:17:9][5|9:18:4][4|1:18:11][1][10][11|1:17][17][12|15][15][13|2:4:11][2][14|0:4][16|10:22][22|4][9|1:17:11][19][20|23:6:11][23|12:2:4][6|5:9][21][24][3|10:15:5][7][8|12:15]

GOBNILP Run completed at: 2025-05-07 16:48:22.586008
