GOBNILP Run started at: 2025-05-07 09:41:15.362075
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_3.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
7753 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1939 set packing constraints declared
684 constraints linking arrows to family variables declared
38 arrow variables removed
171 constraints linking arrows to adjs declared
19 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -535189.43
**********
0<-9 -25219.739694414846
9<-17,2 -29613.540553362436
1<-2 -29426.11055664988
2<- -23983.097166880907
10<-14,18,19 -29785.348863905696
14<- -29389.34898971404
19<-6 -30970.971644791698
18<-11,6 -25295.948384535142
11<-12 -27376.645672561815
12<-15,7 -23227.93919195047
7<-13 -8688.559324776115
15<-17 -27256.73490730111
13<-5 -13835.655199071642
5<- -52347.904597877445
17<- -26581.479827725383
16<-4 -31057.13761639217
4<-1,17 -30974.291644923804
6<-1,4 -21867.13734121064
3<- -21980.52760068653
8<-15 -26311.308846129836
**********
bnlearn modelstring = 
[0|9][9|17:2][1|2][2][10|14:19:18][14][19|6][18|6:11][11|12][12|7:15][7|13][15|17][13|5][5][17][16|4][4|17:1][6|1:4][3][8|15]

GOBNILP Run completed at: 2025-05-07 11:42:24.966385
