import { LinearPerceptronParameter } from "./LinearPerceptronParameter";
import { ActivationFunction } from "./ActivationFunction";
export declare class MultiLayerPerceptronParameter extends LinearPerceptronParameter {
    private readonly hiddenNodes;
    private readonly activationFunction;
    /**
     * Parameters of the multi layer perceptron algorithm.
     *
     * @param seed                 Seed is used for random number generation.
     * @param learningRate         Double value for learning rate of the algorithm.
     * @param etaDecrease          Double value for decrease in eta of the algorithm.
     * @param crossValidationRatio Double value for cross validation ratio of the algorithm.
     * @param epoch                Integer value for epoch number of the algorithm.
     * @param hiddenNodes          Integer value for the number of hidden nodes.
     * @param activationFunction   Activation function
     */
    constructor(seed: number, learningRate: number, etaDecrease: number, crossValidationRatio: number, epoch: number, hiddenNodes: number, activationFunction: ActivationFunction);
    /**
     * Accessor for the hiddenNodes.
     *
     * @return The hiddenNodes.
     */
    getHiddenNodes(): number;
    /**
     * Accessor for the activation function.
     *
     * @return The activation function.
     */
    getActivationFunction(): ActivationFunction;
}