GOBNILP Run started at: 2025-05-07 12:14:49.370813
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_0.5_1.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
587 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
164 set packing constraints declared
308 constraints linking arrows to family variables declared
446 arrow variables removed
77 constraints linking arrows to adjs declared
223 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -672835.49
**********
0<- -26711.739930768174
1<-19,20 -21995.86790088548
19<- -31426.435774837424
20<- -24754.990465018735
10<- -29513.14258911043
11<-0,2,3 -31735.312241650194
2<-3 -29999.598490044173
3<- -34180.07832309039
12<- -24230.280248508534
13<-3 -14922.477533500643
14<- -31969.666717217944
15<-0,16 -23582.004848033037
16<- -31550.779332928054
17<- -24361.79560316434
18<- -21407.763123402812
21<- -27589.523893780886
22<- -24379.494825866193
23<-0,2,7 -24239.20328374084
7<-18 -30176.551890393795
24<-1,20,6 -31804.519119615557
6<-17 -26328.617380465883
4<- -28536.019069721602
5<-15,7 -23774.532513273916
8<-1 -21827.80098463516
9<- -31837.29300771384
**********
bnlearn modelstring = 
[0][1|19:20][19][20][10][11|0:2:3][2|3][3][12][13|3][14][15|0:16][16][17][18][21][22][23|0:2:7][7|18][24|6:20:1][6|17][4][5|15:7][8|1][9]

GOBNILP Run completed at: 2025-05-07 12:15:20.908019
