GOBNILP Run started at: 2025-05-07 09:24:40.393870
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_1.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
18568 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
4430 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 -151896.45
**********
0<-10,13,4 -7651.738389656233
13<-4,5,7 -4058.429391129792
4<-17 -4878.8122779586
10<-13,16,6 -3777.479865018062
1<-19,2,3 -7229.161152624316
3<-2,6 -4828.164458399621
19<-0,6 -7607.488013443287
2<-6 -7570.631434611173
16<-13,3,6 -4192.361261628093
6<-14 -8264.44249753194
11<-19,7,8 -11028.705864988942
8<-18,6,9 -11698.078767678546
7<-14,3,4 -6719.810012375727
12<-1,18,7 -8836.065023434267
18<-0,1,17 -7480.829288546285
5<-4,6,7 -11304.174246471523
14<- -9773.560041307355
15<-3,7,8 -7010.214933408088
17<- -10861.738982061492
9<-1,10,2 -7124.562692498725
**********
bnlearn modelstring = 
[0|13:4:10][13|5:7:4][4|17][10|16:6:13][1|3:19:2][3|6:2][19|6:0][2|6][16|3:6:13][6|14][11|8:7:19][8|6:9:18][7|3:14:4][12|18:1:7][18|17:1:0][5|6:4:7][14][15|3:8:7][17][9|1:2:10]

GOBNILP Run completed at: 2025-05-07 11:43:13.645052
