GOBNILP Run started at: 2025-05-07 09:33:52.091283
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_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
3723 family variables declared
380 arrow variables declared
190 adj variables declared
20 constraints insisting on exactly one parent set for each variable
1057 set packing constraints declared
656 constraints linking arrows to family variables declared
52 arrow variables removed
164 constraints linking arrows to adjs declared
26 adjacency variables removed
(Lazy) "cluster" constraints in use
**********
BN has score -555773.39
**********
0<- -27487.27020833572
1<- -26452.19393986898
10<- -21309.52975125214
11<-17 -24199.67234125065
17<- -34130.00547117737
12<-16,17,7 -14276.521853349323
7<- -33141.22069330087
16<-10,17,7 -32947.7240341177
13<-11 -31920.428538152275
14<-1,18 -30210.038622924905
18<-7 -20864.26429089205
15<-11,17 -30227.52741224785
19<-0,6 -29489.49909396434
6<-10,17,9 -31172.911063046216
2<-12 -24621.50690465872
3<-0,18 -31740.250414152193
4<- -28596.36756670868
5<- -31290.39651799317
9<-5 -24253.88801927086
8<-16,17 -27442.177808377783
**********
bnlearn modelstring = 
[0][1][10][11|17][17][12|7:16:17][7][16|7:17:10][13|11][14|1:18][18|7][15|11:17][19|0:6][6|9:17:10][2|12][3|0:18][4][5][9|5][8|16:17]

GOBNILP Run completed at: 2025-05-07 09:35:41.403303
