GOBNILP Run started at: 2025-05-07 09:21:37.052956
Command: /home/yryang/miniconda3/bin/python3 /home/yryang/Bayesian_Network/gobnilp_bn/rungobnilp.py /home/yryang/Bayesian_Network/gobnilp_bn/data/Data_20_5000_1_2.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
3782 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1134 set packing constraints declared
668 constraints linking arrows to family variables declared
46 arrow variables removed
167 constraints linking arrows to adjs declared
23 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -138399.27
**********
0<- -6874.0703587495
1<- -7757.552300517902
10<- -6891.05310557605
11<-15 -4816.313303010466
15<-3 -13387.52485012893
12<-16,17,7 -4854.38978717688
7<-18 -7703.093872837524
17<-11,15 -4617.667247072707
16<-10,17,7 -7773.565704963048
13<-11 -7248.940213211953
14<-1,18 -5903.6920754172015
18<- -6720.666829682599
3<-0,18 -8004.024135743267
19<-0,6 -6802.342933127956
6<-10,17,9 -6086.1243303348765
2<-12 -6067.721004052837
4<- -6334.432509526124
5<-9 -5633.149525892189
9<- -6881.661908361378
8<-16,17 -8041.279663091555
**********
bnlearn modelstring = 
[0][1][10][11|15][15|3][12|7:17:16][7|18][17|11:15][16|10:17:7][13|11][14|18:1][18][3|0:18][19|6:0][6|10:17:9][2|12][4][5|9][9][8|17:16]

GOBNILP Run completed at: 2025-05-07 09:24:01.158675
