GOBNILP Run started at: 2025-05-07 11:28:21.581720
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_8.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
9598 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
2585 set packing constraints declared
840 constraints linking arrows to family variables declared
180 arrow variables removed
210 constraints linking arrows to adjs declared
90 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -168672.95
**********
0<-18,4,5 -4176.556863203283
18<-5 -4326.274698245082
5<- -14973.152053335696
4<-1,11,18 -3803.761945270364
1<-11,17,9 -6025.643727879999
9<-5,6 -7514.580450053462
11<-18,6,9 -10379.052518954084
17<-11,18,9 -8757.481018606819
10<- -7954.761338795008
6<- -5771.9863046285545
12<- -9593.793905017279
13<-11,2,4 -6655.018134347922
2<- -7104.478234466179
14<-0,4 -2184.438562422159
15<-12 -2991.6058887339705
16<-10,22 -6586.285747426243
22<-1,4 -7671.511456446228
19<- -6922.485797706675
20<-11,23,6 -7369.607288554978
23<-12,2,4 -6100.386362542655
21<- -6190.060694666716
24<- -6029.45332755428
3<-10,15,5 -6634.438148830572
7<- -7114.328971249336
8<-12,15 -5841.807427926119
**********
bnlearn modelstring = 
[0|18:5:4][18|5][5][4|18:11:1][1|9:11:17][9|6:5][11|18:9:6][17|18:9:11][10][6][12][13|11:4:2][2][14|4:0][15|12][16|22:10][22|4:1][19][20|23:6:11][23|2:4:12][21][24][3|5:10:15][7][8|15:12]

GOBNILP Run completed at: 2025-05-07 14:28:23.114810
