GOBNILP Run started at: 2025-05-07 09:21:38.908811
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_5.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
4605 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1124 set packing constraints declared
602 constraints linking arrows to family variables declared
79 arrow variables removed
151 constraints linking arrows to adjs declared
39 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -140883.94
**********
0<-5 -7051.218394623329
5<-11,19 -5922.044415697405
1<-17 -7597.564136079608
17<-11,12,5 -4373.07232809438
10<-15 -6688.101801356044
15<- -8031.658776097835
11<-10,12,13 -7754.15151185608
12<-15,3,6 -5324.535023261857
13<-10,12,6 -5752.022215338742
6<-10 -15364.995767838602
3<-10,15,6 -10003.901971936377
14<-17,18,2 -6061.480498243005
18<- -7477.8980767213025
2<- -5588.623118717248
16<- -7849.450346015121
19<-10,11,12 -4914.878050114066
4<-12 -6780.347774072136
7<-1 -5656.151460344922
8<- -6653.36386104953
9<-10 -6038.483996581613
**********
bnlearn modelstring = 
[0|5][5|11:19][1|17][17|5:12:11][10|15][15][11|12:10:13][12|15:6:3][13|6:12:10][6|10][3|15:6:10][14|17:18:2][18][2][16][19|12:10:11][4|12][7|1][8][9|10]

GOBNILP Run completed at: 2025-05-07 09:23:17.245023
