|
Two hidden layer transitive relation
|
One node
|
Two nodes
|
|---|
|
Error
|
Calculation time t (s)
|
Error
|
Calculation time t (s)
|
|---|
|
‘tansig’ × ’tansig’
|
0.20
|
5010
|
0.20
|
4148
|
|
‘logsig’ × ’tansig’
|
0.20
|
4163
|
0.20
|
4991
|
|
‘purelin’ × ’tansig’
|
0.20
|
4977
|
0.20
|
4150
|
|
‘tansig’ × ’logsig’
|
0.20
|
4143
|
0.20
|
4959
|
|
‘logsig’ × ’logsig’
|
0.22
|
4985
|
0.20
|
4823
|
|
‘purelin’ × ’logsig’
|
0.20
|
4671
|
0.20
|
4983
|
|
‘tansig’ × ’purelin’
|
0.08
|
1184
|
0.08
|
1686
|
|
‘logsig’ × ’purelin’
|
0.07
|
1034
|
0.07
|
1685
|
|
‘purelin’ × ’purelin’
|
0.06
|
103
|
0.06
|
767
|
- The operating environment is MATLAB R2014 run on an Intel (R) Core (TM) I7-4790 CPU with 3.6 GHz processor and 16 GB RAM
