GOBNILP Run started at: 2025-05-07 14:25:49.709206
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_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
34090 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
8509 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 -720090.43
**********
0<-21,6 -23574.629889155018
21<-15 -31225.11380734996
6<-14,22,4 -25069.564593350275
1<-16,22,7 -21022.62557613085
7<- -52031.562837660684
22<-14,16,7 -25249.39450489211
16<-7 -34346.63924765616
10<-11,3,4 -47236.544175832816
3<-1,8,9 -27559.49954822429
11<-16,21,7 -46061.499995733546
4<-14,5,9 -20455.178241019537
12<-11,14,21 -10854.914264457408
14<-11,21,7 -31210.53522507572
13<-14,22,7 -17701.954701275557
15<- -22254.8311937705
17<-1,22,7 -19094.491440526654
18<-12,24,9 -15085.25583283384
24<-12,2,9 -39050.62754767028
9<-14,16,5 -49203.39732714621
19<-14 -23937.3336056402
2<-16,4 -26042.84631467303
20<-21,22 -30649.425390240438
23<-10,11,3 -28192.110989937348
8<-0,16 -27195.548827086423
5<-1,12,15 -25784.907016893507
**********
bnlearn modelstring = 
[0|21:6][21|15][6|4:14:22][1|7:22:16][7][22|14:7:16][16|7][10|3:11:4][3|1:8:9][11|21:7:16][4|5:14:9][12|14:11:21][14|21:11:7][13|14:7:22][15][17|7:22:1][18|24:12:9][24|9:12:2][9|5:14:16][19|14][2|4:16][20|21:22][23|3:10:11][8|0:16][5|15:1:12]

GOBNILP Run completed at: 2025-05-07 15:04:12.515032
