GOBNILP Run started at: 2025-05-07 09:22:58.396528
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_1.5_3.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
6189 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1335 set packing constraints declared
680 constraints linking arrows to family variables declared
40 arrow variables removed
170 constraints linking arrows to adjs declared
20 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -133937.57
**********
0<-9 -5866.117486043335
9<-17,2 -6860.540900314639
1<- -7866.9609818998515
10<-14,18,19 -7631.334263045852
19<-6 -6696.720682959743
18<-11,6 -8081.241856953261
14<- -6115.038610698187
11<-12 -6017.966900294324
12<-15,7 -5581.934318742472
15<-17 -7091.241584290832
7<-13 -4135.354418928538
13<-5 -6066.966999248102
5<- -10118.777483486923
17<- -6861.636326940055
16<-4 -5839.626862342121
4<-1,17 -7569.815156224336
6<-1,4 -7273.5849986730655
2<-1 -5619.223064999865
3<- -5715.664396844639
8<-15 -6927.822819835336
**********
bnlearn modelstring = 
[0|9][9|2:17][1][10|19:18:14][19|6][18|6:11][14][11|12][12|15:7][15|17][7|13][13|5][5][17][16|4][4|17:1][6|4:1][2|1][3][8|15]

GOBNILP Run completed at: 2025-05-07 09:33:35.899381
