GOBNILP Run started at: 2025-05-07 13:03:02.274166
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_9.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
3050 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
1099 set packing constraints declared
900 constraints linking arrows to family variables declared
150 arrow variables removed
226 constraints linking arrows to adjs declared
74 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -688885.36
**********
0<-11 -21601.41646457907
11<-12 -22633.688879659047
1<-14,2,9 -34664.829347635074
2<-3,6 -27120.552116625622
14<- -26277.25152292504
9<-13 -15172.03901892622
10<-1,2,9 -26772.262330869176
12<- -52176.86849121889
13<- -39921.84257697946
15<-9 -23930.803337867208
16<- -27408.11457082009
17<- -29373.162634737888
18<-6,9 -25376.126471683026
6<- -29771.258254931505
19<- -28450.23587971295
3<- -31438.274897575622
20<-17,6 -31372.6983273476
21<-2 -23497.536263448517
22<-12,13 -22005.523907239134
23<-10,13,18 -30812.008798635645
24<-10,7 -21566.882907649393
7<-11 -11023.980147017794
4<- -29049.51724283629
5<- -25400.88140082672
8<-10,16 -32067.600110330626
**********
bnlearn modelstring = 
[0|11][11|12][1|2:14:9][2|3:6][14][9|13][10|9:2:1][12][13][15|9][16][17][18|9:6][6][19][3][20|17:6][21|2][22|12:13][23|13:18:10][24|7:10][7|11][4][5][8|16:10]

GOBNILP Run completed at: 2025-05-07 13:13:01.382118
