GOBNILP Run started at: 2025-05-07 12:18:54.888622
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_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
5401 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
1602 set packing constraints declared
692 constraints linking arrows to family variables declared
254 arrow variables removed
174 constraints linking arrows to adjs declared
126 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -722616.06
**********
0<- -31692.363220387266
1<-5,9 -26108.65728971296
9<-3 -22674.96529665917
5<-3 -32039.22197764314
10<-3 -26164.650356839145
3<-24 -23093.039330767733
11<-1,16 -31140.82272854208
16<- -28543.05142830205
12<- -25449.164270784906
13<-12,16,7 -39279.69135204338
7<- -26053.322210114904
14<- -31032.89991825792
15<-12,3 -26334.346913757836
17<- -28537.01504130478
18<-3,4,7 -31230.508456184478
4<- -31804.620448846574
19<-23,4,5 -29522.31271927192
23<- -28154.13795955312
2<-17 -28019.414999863468
20<-10,21 -29025.523492060922
21<- -21247.89216414733
22<- -30977.673852555177
24<-13,16,7 -38512.49035420604
6<- -28022.20969920034
8<-10,7,9 -27956.06181731118
**********
bnlearn modelstring = 
[0][1|9:5][9|3][5|3][10|3][3|24][11|16:1][16][12][13|12:7:16][7][14][15|12:3][17][18|7:3:4][4][19|23:5:4][23][2|17][20|21:10][21][22][24|13:7:16][6][8|9:7:10]

GOBNILP Run completed at: 2025-05-07 12:29:38.625842
