GOBNILP Run started at: 2025-05-07 11:01:16.202748
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_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
31557 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
7543 set packing constraints declared
1196 constraints linking arrows to family variables declared
2 arrow variables removed
299 constraints linking arrows to adjs declared
1 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -182217.18
**********
0<-24,4,6 -8317.705436941009
6<-17,21,3 -8709.660408297923
4<-17 -6856.737658791247
24<-18,22,6 -10067.197072691843
1<-19,20,22 -7700.498016600379
22<-13,3,4 -6211.664510113858
20<-11,23,4 -10277.225266183048
19<-11,24,6 -5974.586097515987
10<-18 -6347.924034992567
18<- -8168.075605987341
11<-6,7,9 -11522.297955332358
9<-22,23 -7147.524308139699
7<-10,18,4 -5813.185320029284
12<-15 -7457.361161147933
15<-0,1,16 -7912.954291224412
13<-17,21,6 -2172.0011260366064
21<- -5987.218658009858
17<- -7465.754381064439
14<-0,20,4 -2429.4317732192667
16<-13 -6003.9587905036
2<-13,3 -7927.076424899161
3<- -9720.221238926535
23<-0,2,24 -8391.492213008552
5<-15,7 -7350.105175340531
8<-1,15 -6285.327365116377
**********
bnlearn modelstring = 
[0|6:4:24][6|3:21:17][4|17][24|22:18:6][1|22:20:19][22|3:13:4][20|23:4:11][19|6:24:11][10|18][18][11|6:9:7][9|23:22][7|4:18:10][12|15][15|0:16:1][13|6:21:17][21][17][14|0:4:20][16|13][2|3:13][3][23|0:24:2][5|7:15][8|15:1]

GOBNILP Run completed at: 2025-05-07 14:01:17.812611
