import { BinaryFeatureCollection } from '@loaders.gl/schema';
import { GeometryCollection } from '@geoda/common';
import { BinaryGeometryType } from '../geometry/binary-geometry';
/**
 * The result of a local neighbor match test.
 */
export type NeighborMatchTestResult = {
    /** number of common k-nearest neighbors in spatial and attribute space */
    cardinality: number[];
    /** hypergeometric probability of observing that overlap */
    probability: number[];
};
/**
 * Configuration for the local neighbor match test.
 */
export type NeighborMatchTestProps = {
    k: number;
    data: number[][] | Float32Array[];
    scaleMethod?: string;
    distType?: string;
    isMile?: boolean;
    binaryGeometryType: BinaryGeometryType;
    binaryGeometries: BinaryFeatureCollection[];
};
/**
 * Computes the local neighbor match test, assessing the overlap between k-nearest
 * neighbors in geographic space and k-nearest neighbors in attribute space.
 *
 * @returns {Promise<NeighborMatchTestResult>} the cardinality and probability arrays
 */
export declare function getNeighborMatchTestFromBinaryGeometries({ k, data, scaleMethod, distType, isMile, binaryGeometryType, binaryGeometries, }: NeighborMatchTestProps): Promise<NeighborMatchTestResult>;
export declare function getNeighborMatchTestFromGeomCollection({ k, data, scaleMethod, distType, isMile, geomCollection, }: {
    k: number;
    data: number[][] | Float32Array[];
    scaleMethod?: string;
    distType?: string;
    isMile?: boolean;
    geomCollection: GeometryCollection;
}): Promise<NeighborMatchTestResult>;