GOBNILP Run started at: 2025-05-07 09:50:13.530405
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_20000_1.5_8.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
6363 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1735 set packing constraints declared
676 constraints linking arrows to family variables declared
42 arrow variables removed
169 constraints linking arrows to adjs declared
21 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -559914.77
**********
0<- -22172.113037418654
1<-11,12 -27876.037740742577
11<-14,15,17 -11843.833909926316
12<-11,15,17 -24971.89380002392
10<-14,4 -47474.079459749155
4<- -27445.15251073489
14<- -46257.86069949089
15<-10,4,7 -14894.778153296333
17<-10,13,14 -46562.50271109497
13<-4 -22441.38343279179
7<-10,13,17 -24634.5521464305
16<-13 -30382.583037918066
18<- -24284.547622978604
19<-13 -32030.79652432934
2<-10,4,7 -20803.03635178542
3<-10,2,6 -30150.676122746918
6<-10,14,17 -28219.186395460063
5<-14,8 -26683.056315092115
8<-11,15 -26634.553228443896
9<-0,13 -24152.147068758517
**********
bnlearn modelstring = 
[0][1|11:12][11|15:14:17][12|15:11:17][10|4:14][4][14][15|4:10:7][17|10:14:13][13|4][7|10:13:17][16|13][18][19|13][2|4:10:7][3|10:2:6][6|10:14:17][5|14:8][8|15:11][9|0:13]

GOBNILP Run completed at: 2025-05-07 09:52:47.076465
