import { ClusterBase } from '../base';
import { Params } from '../base/estimator';
export interface AffinityPropagationProps {
    damping?: number;
    maxIter?: number;
    convergenceIter?: number;
    preference?: number | null;
    randomState?: number;
}
export declare class AffinityPropagation extends ClusterBase {
    private damping;
    private maxIter;
    private convergenceIter;
    private preference;
    private randomState?;
    private centersState;
    private centerIndicesState;
    private labelsState;
    private nIterState;
    private trainingState;
    constructor(props?: AffinityPropagationProps);
    getParams(): Params;
    private similarity;
    fit(X: number[][]): void;
    predict(X: number[][]): number[];
    fitPredict(X: number[][]): number[];
    get clusterCenters(): number[][];
    get clusterCenterIndices(): number[];
    get nIter(): number;
}