GOBNILP Run started at: 2025-05-07 09:40:21.102084
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_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
13936 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
3707 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 -560375.87
**********
0<-10,4 -31873.642253738988
10<- -28738.662312430155
4<- -28085.200604179037
1<- -27983.503185734124
11<-19,4,7 -50605.46084893605
7<-13,4,5 -26389.573972409482
19<-0,6 -24463.461059044108
12<-14,18,7 -29801.492019774763
18<-0,1,17 -29229.49530504921
14<-4,6,7 -19817.090771384894
13<-10,16,6 -27270.889960294015
16<-6 -15532.946019949648
6<- -39714.20024450606
15<-16,6,8 -18481.356374360308
8<-11,17,19 -29931.70715139471
17<-11,19,7 -25244.98690426963
2<-3,6 -29079.68938361154
3<-14,4,7 -7762.345158851843
5<-13,4,6 -40786.00415505129
9<-1,2 -29584.15998291436
**********
bnlearn modelstring = 
[0|10:4][10][4][1][11|7:19:4][7|4:5:13][19|0:6][12|18:14:7][18|0:17:1][14|7:4:6][13|10:16:6][16|6][6][15|16:6:8][8|19:11:17][17|7:19:11][2|3:6][3|4:14:7][5|4:6:13][9|2:1]

GOBNILP Run completed at: 2025-05-07 09:58:28.820501
