Table 2 Explored classifier architectures
Classifier | Parameters | Values |
|---|---|---|
MLPI | number of hidden layers | 1 |
number of neurons in the hidden layer: | even numbers in [6,28] | |
MLPII | number of hidden layers | 2 |
number of neurons: | ||
– first hidden layer | even numbers in [6,28] | |
– second hidden layer | half the number of neurons of the first layer | |
LVQNN | number of neurons in the hidden layer | even numbers in [6,28] |
RBFNN | spread value | powers of two with integer exponents in [-1,15] |
PNN | spread value | powers of two with integer exponents in [-1,15] |
k-NN | number of neighbors | integers in [1,15] |