import { ClassifierBase } from '../base';
import { Params } from '../base/estimator';
import { Distance } from '../metrics';
export interface NearestCentroidProps {
    metric?: Distance.IDistanceType;
    p?: number;
}
export declare class NearestCentroid extends ClassifierBase {
    private metric;
    private p;
    private classes;
    private centroids;
    private fitted;
    constructor(props?: NearestCentroidProps);
    getParams(): Params;
    fit(trainX: number[][], trainY: number[]): void;
    predict(testX: number[][]): number[];
}