GOBNILP Run started at: 2025-05-07 10:14:14.683476
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_6.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
16542 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
4103 set packing constraints declared
760 constraints linking arrows to family variables declared
0 arrow variables removed
190 constraints linking arrows to adjs declared
0 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -555153.44
**********
0<-11,14,6 -30339.020168320938
14<-17,18,8 -21769.58934882687
6<-14,2 -11067.40110206711
11<-12,17,8 -27716.92743545866
1<-12,16,5 -12458.556254314017
12<-2,8 -58890.53225955627
5<-13,15,6 -14343.412256309142
16<-11,13,2 -19340.064490096694
10<-0,15,18 -41488.726034855084
18<-12,2,8 -27965.994175911437
15<-11,14,17 -15284.120094715332
8<- -27475.537529733167
17<-12,18,2 -15757.232073916084
2<- -52375.76097499147
13<-15,2,9 -47320.42225967318
9<-0,10,18 -30612.488415899912
19<-0,1,12 -27325.096878503005
3<-0,13 -24278.848286395594
4<-2,6 -27636.418317406882
7<-11,13,16 -21707.29252988827
**********
bnlearn modelstring = 
[0|14:6:11][14|8:17:18][6|14:2][11|8:12:17][1|12:5:16][12|8:2][5|13:6:15][16|13:2:11][10|18:15:0][18|12:8:2][15|14:17:11][8][17|12:18:2][2][13|9:15:2][9|10:18:0][19|1:12:0][3|13:0][4|6:2][7|16:13:11]

GOBNILP Run completed at: 2025-05-07 11:38:26.771197
