GOBNILP Run started at: 2025-05-07 09:32:22.212000
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_2_9.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
11100 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2770 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -143470.38
**********
0<-11,17,19 -10693.787235079863
11<-10,12,17 -8813.873283614585
17<-14,19,6 -12460.208196132617
19<-10,14,6 -12477.159793708763
1<-13,19,8 -11058.62152602089
8<-0,6,9 -7270.081515197004
13<-11,6 -5831.244838339441
10<- -10289.965949914444
12<-10,14,19 -5974.658774921014
14<- -9190.276323909755
6<- -7804.505430383106
15<-1,16,8 -5895.8467318736275
16<-13,17,5 -3135.1058032726123
5<-11,12,17 -6509.854837280573
18<-0,17,5 -4396.139721956146
2<-16,18,6 -5423.098718925661
3<-14,2,6 -1054.843261576765
4<- -5597.356134596302
7<-10,11,9 -3889.516244848337
9<-10,11,16 -5704.2362644445475
**********
bnlearn modelstring = 
[0|11:17:19][11|12:10:17][17|19:14:6][19|14:10:6][1|19:8:13][8|6:9:0][13|11:6][10][12|19:14:10][14][6][15|8:1:16][16|5:17:13][5|11:12:17][18|5:0:17][2|16:6:18][3|2:14:6][4][7|11:10:9][9|11:10:16]

GOBNILP Run completed at: 2025-05-07 09:50:06.099272
