GOBNILP Run started at: 2025-05-07 09:33:51.813898
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_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
4451 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1444 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 -548788.83
**********
0<-19,4 -13164.098997902453
19<-11,7,8 -34558.228281003474
4<-11,7,8 -18522.42229063421
1<- -27983.503185734124
10<- -28738.662312430155
11<-17,7,8 -47466.390980303804
17<- -28087.752281356512
7<-14,15,8 -22076.34627586502
8<-14,15,3 -33577.866212050016
12<-18,3,4 -31793.084506372288
3<-2 -18633.422761519752
18<-0,1 -23505.25115745775
13<-16,6 -25073.463264817103
16<-15,3,8 -17552.200596962713
6<-14,15,16 -9824.174956587949
14<- -50638.58281708346
15<-14 -37690.82944493704
2<- -32684.135793786627
5<-4,6 -22122.648074929275
9<-1 -25095.765431154134
**********
bnlearn modelstring = 
[0|19:4][19|7:11:8][4|7:11:8][1][10][11|17:7:8][17][7|15:8:14][8|15:3:14][12|4:3:18][3|2][18|0:1][13|16:6][16|15:3:8][6|16:15:14][14][15|14][2][5|4:6][9|1]

GOBNILP Run completed at: 2025-05-07 09:36:15.422913
