GOBNILP Run started at: 2025-05-07 10:57:43.346575
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_1.5_0.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
15273 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
3854 set packing constraints declared
1062 constraints linking arrows to family variables declared
69 arrow variables removed
267 constraints linking arrows to adjs declared
33 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -169361.4
**********
0<- -7600.244564191523
1<-0,21 -4762.279490407765
21<-0,17 -8924.258329368871
10<-16,24 -7577.02035719301
16<- -6527.263655050979
24<- -7846.024113286886
11<- -7775.072865293891
12<- -6571.009476183413
13<-23 -5728.1744938945385
23<-19 -7721.61051988231
14<-16,24 -6565.295979218513
15<-22,8 -6415.358730189216
8<-11,14 -6566.423618794438
22<-7 -3690.3792749403156
17<-2 -5391.024884226015
2<- -6197.546143190673
18<-17,22,8 -7216.396951666242
19<-14,22,6 -4160.582558310269
6<-14,2,22 -9847.25808718055
20<-6,8 -7366.280832854406
7<- -10375.02666731348
3<-7,9 -6898.459543428974
9<-6,8 -5440.437360368612
4<-19 -6028.714566469504
5<-17,18,8 -6169.251989393879
**********
bnlearn modelstring = 
[0][1|21:0][21|17:0][10|16:24][16][24][11][12][13|23][23|19][14|16:24][15|8:22][8|14:11][22|7][17|2][2][18|8:22:17][19|22:6:14][6|2:22:14][20|8:6][7][3|7:9][9|8:6][4|19][5|18:8:17]

GOBNILP Run completed at: 2025-05-07 11:41:41.063618
