GOBNILP Run started at: 2025-05-07 09:25:41.856749
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_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
11630 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2903 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -144947.48
**********
0<-2,5,9 -7089.447361446391
5<-12,19,2 -4840.631637859884
2<-18,19,9 -3126.198780471901
9<-14,17,8 -14324.995451054956
1<-17 -7050.517645073736
17<- -7849.450346015121
10<-17,19,9 -7354.285754058425
19<- -7477.8980767213025
11<-12,17,5 -6622.985537811628
12<-10,18,9 -3648.1694061616345
18<-10,14,8 -6492.713732814662
13<-10,11,19 -5912.630548219875
14<-17,19,8 -11402.839632267098
8<- -7880.98057706888
15<-10,2,3 -6622.502473659506
3<-12,14,6 -9486.682467065699
16<- -6653.36386104953
6<-13 -7026.938899518381
4<-1,12,13 -6202.73427901534
7<-1,13 -7881.5106211971115
**********
bnlearn modelstring = 
[0|5:2:9][5|19:2:12][2|19:18:9][9|8:14:17][1|17][17][10|19:9:17][19][11|5:12:17][12|10:18:9][18|10:8:14][13|10:19:11][14|8:19:17][8][15|10:2:3][3|14:6:12][16][6|13][4|13:12:1][7|13:1]

GOBNILP Run completed at: 2025-05-07 10:20:09.550837
