GOBNILP Run started at: 2025-05-07 11:38:26.775012
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_5000_2_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
20755 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
5369 set packing constraints declared
1104 constraints linking arrows to family variables declared
48 arrow variables removed
276 constraints linking arrows to adjs declared
24 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -171765.62
**********
0<-18,21,8 -6470.620807019788
8<-2,20,6 -3312.8376199660324
21<-17,18,8 -11375.401570732889
18<-17,22,8 -8350.50611670584
1<-0,21,22 -5038.696661622946
22<- -7480.739982132732
10<-16,24 -5490.04887373365
24<-14 -5645.9140328868025
16<-14,24 -2238.012396287047
11<-14,8 -5395.669898518173
14<-19,6,8 -6696.549515634853
12<- -7775.072865293891
13<-23 -7115.298297293383
23<-19 -7084.588370919758
19<-4 -3733.1379591189752
6<-19,2,22 -9222.125877151799
15<-10,22,8 -6867.4988791714295
17<- -10710.995270499803
4<- -10826.38752078799
2<-17 -2902.5649534776067
20<-19,2,22 -13080.57213570317
3<-5,7,9 -6096.12197899509
9<-6,8 -7019.005896011881
5<-17,21,22 -4245.145009813192
7<-16,22 -7592.105567992682
**********
bnlearn modelstring = 
[0|8:21:18][8|2:6:20][21|8:17:18][18|8:17:22][1|21:0:22][22][10|24:16][24|14][16|14:24][11|8:14][14|8:19:6][12][13|23][23|19][19|4][6|19:2:22][15|8:22:10][17][4][2|17][20|19:2:22][3|9:5:7][9|8:6][5|21:17:22][7|16:22]

GOBNILP Run completed at: 2025-05-07 14:06:34.135784
