GOBNILP Run started at: 2025-05-07 14:06:34.138883
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_1.5_9.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
10165 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
3155 set packing constraints declared
1096 constraints linking arrows to family variables declared
52 arrow variables removed
274 constraints linking arrows to adjs declared
26 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -702763.88
**********
0<-11,13 -24609.565438192534
13<-9 -28165.568898664107
11<-12,7 -19807.292486389422
1<-12,19,2 -50643.048301015726
19<- -27408.11457082009
2<- -46119.13010405022
12<- -48539.77018664925
10<-1,12,24 -23093.21098768169
24<-1,14,21 -32934.070831871264
7<-10,12,24 -14204.093122845114
9<-1,15,3 -12944.27207392849
14<-1,12,21 -32346.898838171
21<-1,12,2 -54399.51768510631
15<-2,21,3 -15758.221062533272
3<-14,2,21 -17666.579110234823
16<- -26277.25152292504
17<-3 -25888.53111856968
18<-3,9 -31384.991170460737
20<-17,6 -27636.093546851953
6<-2,3 -10488.01784112896
22<-12,13,5 -22307.589563768204
5<- -25400.88140082672
23<-10,13,18 -30495.782807130825
4<- -29049.51724283629
8<-10,16 -25195.87322641952
**********
bnlearn modelstring = 
[0|13:11][13|9][11|7:12][1|19:2:12][19][2][12][10|1:24:12][24|1:21:14][7|10:24:12][9|1:3:15][14|1:21:12][21|1:2:12][15|21:3:2][3|14:21:2][16][17|3][18|9:3][20|17:6][6|3:2][22|13:5:12][5][23|13:10:18][4][8|10:16]

GOBNILP Run completed at: 2025-05-07 15:37:58.035124
