GOBNILP Run started at: 2025-05-07 12:16:19.560574
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_0.5_7.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
308 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
66 set packing constraints declared
156 constraints linking arrows to family variables declared
522 arrow variables removed
39 constraints linking arrows to adjs declared
261 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -698877.76
**********
0<- -27031.847992639527
1<- -24914.463086976153
10<- -22960.394982616363
11<- -27467.093586733303
12<- -26780.710631555216
13<- -25796.613518436712
14<- -25260.302912095653
15<-0,13,6 -29252.711528988068
6<-0 -23686.496322253737
16<- -31035.349336227573
17<-6 -30677.06707116143
18<- -30094.873208217803
19<- -23548.74730429644
2<- -31734.040283048238
20<-11 -26415.809904154463
21<- -21978.207543017103
22<-0,7 -28904.467499446888
7<- -42867.561170547335
23<- -28280.877638874295
24<-9 -31268.60158464482
9<-7 -16899.047603379226
3<-2 -31939.938331460395
4<- -28263.861329203482
5<- -31675.73857214279
8<-0,9 -30142.941663765705
**********
bnlearn modelstring = 
[0][1][10][11][12][13][14][15|0:13:6][6|0][16][17|6][18][19][2][20|11][21][22|0:7][7][23][24|9][9|7][3|2][4][5][8|9:0]

GOBNILP Run completed at: 2025-05-07 12:16:24.997840
