GOBNILP Run started at: 2025-05-07 12:16:32.076756
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_25_20000_1_0.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
2594 family variables declared
600 arrow variables declared
300 adj variables declared
25 constraints insisting on exactly one parent set for each variable
603 set packing constraints declared
468 constraints linking arrows to family variables declared
366 arrow variables removed
118 constraints linking arrows to adjs declared
182 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -680870.94
**********
0<- -30530.659649874142
1<- -31741.00414129565
10<-16,24 -31308.811448454566
24<- -29067.927823512327
16<- -27234.506527925634
11<- -24271.316878317346
12<- -22203.49068529537
13<-23 -27956.14172956569
23<-19 -23463.78141975986
14<-16,24 -23832.180975435185
15<- -41657.80345597238
17<-18 -20536.507750207045
18<- -34124.80645695194
19<-4 -17175.43877399284
4<- -43920.10020882477
2<- -31214.76782963805
20<-6 -26691.3950549739
6<-14,19,2 -22435.022986979187
21<-0,1,17 -29987.421555849658
22<-7 -9654.880618755853
7<- -42517.06708027004
3<-9 -23328.2349476072
9<-6,8 -31513.566763985473
5<- -22645.229283970482
8<-15 -11858.871125002583
**********
bnlearn modelstring = 
[0][1][10|24:16][24][16][11][12][13|23][23|19][14|24:16][15][17|18][18][19|4][4][2][20|6][6|14:19:2][21|17:0:1][22|7][7][3|9][9|8:6][5][8|15]

GOBNILP Run completed at: 2025-05-07 12:18:54.887764
