GOBNILP Run started at: 2025-05-07 14:40:23.306948
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_2_5.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
35033 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
8728 set packing constraints declared
1200 constraints linking arrows to family variables declared
0 arrow variables removed
300 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -716504.95
**********
0<-8 -32907.35994845446
8<- -59752.6718623232
1<-10,2,5 -27979.771336720623
5<-8 -38560.77746466311
2<-22,6,8 -23744.48291812819
10<-12,19,22 -16460.05202271598
22<-24,5,7 -27785.959429290167
19<-18,2,22 -15075.57537637554
12<-3,5,8 -34326.412632223706
11<-12,19,2 -30439.090642299496
3<-0,5,8 -48375.136661883815
13<-21,22 -26284.973889489826
21<-12,20,7 -13707.769620191617
14<-0,13,5 -36762.20430889006
15<-16,23 -30990.819872140542
23<-13,14,5 -24051.47822480766
16<-13,22 -32055.48280916198
17<-5,7,8 -21061.047488378907
7<-0,12,3 -19642.253352485328
18<-2,7,8 -11338.598971126126
6<-13,20,8 -43388.18710593605
20<-22,24,3 -24336.596772261306
24<-0,3,7 -19086.141664038492
4<-11,21,7 -35980.188818386516
9<-7,8 -22411.913630047005
**********
bnlearn modelstring = 
[0|8][8][1|5:2:10][5|8][2|6:22:8][10|22:19:12][22|7:5:24][19|2:22:18][12|5:3:8][11|19:12:2][3|0:5:8][13|22:21][21|20:7:12][14|0:5:13][15|23:16][23|14:13:5][16|13:22][17|7:5:8][7|0:3:12][18|7:2:8][6|20:13:8][20|3:22:24][24|7:0:3][4|7:21:11][9|7:8]

GOBNILP Run completed at: 2025-05-07 17:40:24.863213
