GOBNILP Run started at: 2025-05-07 09:58:49.437905
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_2_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
11951 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
2978 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 -516355.2
**********
0<-17,9 -26669.640806200296
9<-10,11,17 -26753.826803284777
17<-4 -18976.28539754893
1<-17,2,6 -11398.127098784467
2<-17,6,9 -13371.140417510707
6<-17,4 -41211.088428371775
10<-14,18,19 -25334.12788058421
19<-6 -24934.015667228723
18<-11,17,6 -31633.283075884356
14<- -29389.34898971404
11<-12,16 -27148.455720858772
12<-15,7 -23073.79792816622
16<-4 -24807.686203078523
7<- -24470.682573848655
15<-17 -24659.61821538492
13<-16,7 -24240.30054263556
4<- -44250.24672944912
3<- -21980.52760068653
5<-13,2 -30280.2693290323
8<-15,16 -21772.73261904183
**********
bnlearn modelstring = 
[0|9:17][9|10:11:17][17|4][1|2:6:17][2|6:9:17][6|4:17][10|19:18:14][19|6][18|6:11:17][14][11|12:16][12|7:15][16|4][7][15|17][13|7:16][4][3][5|13:2][8|16:15]

GOBNILP Run completed at: 2025-05-07 12:58:50.912532
