Table 2.
Parameter settings of ELM
| Parameters | Value |
|---|---|
| Number of neurons in the hidden layer | 500 |
| Biases in the hidden layer | Random [0, 1] |
| Activation function in the hidden layer | Sigmoid [−1, 1] |
| Activation function in the output layer | Linear function |
| Number of neurons in the input layer | Depends on a number of features |
| Number of neurons in the output layer | 2 |