GOBNILP Run started at: 2025-05-07 12:24:22.861574
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_3.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
8540 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
2158 set packing constraints declared
684 constraints linking arrows to family variables declared
258 arrow variables removed
171 constraints linking arrows to adjs declared
129 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -687050.14
**********
0<-21,6 -29005.144085608517
6<-22,4 -26516.10225324498
21<-12,15 -31421.887389797732
1<-16 -29880.49077500236
16<-2 -25439.811705388707
10<-8,9 -25518.48921886269
9<-14,15,5 -31009.755161794157
8<- -24952.509633270827
11<-14,16,21 -23100.670083687168
14<-22 -28856.68076163054
12<-16 -20353.394491986775
13<- -29884.858826492324
22<-16 -31372.793533180415
15<- -27542.590725086546
2<- -32946.979976067465
17<- -29596.593620038482
18<- -31130.566444309025
19<- -21694.823060935643
20<-21,22 -30535.052675959618
23<- -25845.91965666586
24<- -26722.87853817102
3<-1 -31571.06373382285
4<- -24014.491671410575
5<-1,12 -21894.478566915335
7<-1,12,22 -26242.113091889558
**********
bnlearn modelstring = 
[0|6:21][6|4:22][21|15:12][1|16][16|2][10|9:8][9|15:5:14][8][11|16:14:21][14|22][12|16][13][22|16][15][2][17][18][19][20|21:22][23][24][3|1][4][5|1:12][7|22:1:12]

GOBNILP Run completed at: 2025-05-07 13:02:34.568789
