GOBNILP Run started at: 2025-05-07 13:13:01.383119
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_2.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
10909 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
3163 set packing constraints declared
1000 constraints linking arrows to family variables declared
100 arrow variables removed
250 constraints linking arrows to adjs declared
50 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -692777.98
**********
0<- -31692.363220387266
1<-4,5,9 -27239.71601541456
5<-3 -28681.11000275715
4<- -31804.620448846574
9<-14,16,24 -12880.817381358682
10<-3 -23997.514421457356
3<-24,9 -17722.39577066191
11<-1,16 -27885.852240868197
16<-24 -36911.82705983693
12<- -25449.164270784906
13<-12,16,24 -40081.53080544616
24<- -43512.27472281589
14<-13,16,7 -22018.9442434101
7<-13,16,24 -21019.801736322166
15<-12,3,6 -24440.749931617152
6<- -28022.20969920034
17<-2 -17392.36769508837
2<-18,3,7 -33175.07688344578
18<-3,4,7 -34295.67580459464
19<-23,4,5 -29122.565252207693
23<- -21247.89216414733
20<-10,21 -28400.2497475395
21<-3 -26393.801286433034
22<- -28537.01504130478
8<-10,7,9 -30852.44239085711
**********
bnlearn modelstring = 
[0][1|5:4:9][5|3][4][9|14:24:16][10|3][3|24:9][11|1:16][16|24][12][13|12:24:16][24][14|7:13:16][7|24:13:16][15|12:6:3][6][17|2][2|18:7:3][18|7:4:3][19|5:23:4][23][20|10:21][21|3][22][8|10:7:9]

GOBNILP Run completed at: 2025-05-07 13:31:03.315827
