import type { GetSplitsReturnType } from '../modality/getSplits.js';
import { OptimizationResult } from '../optimize.js';
import type { CompareWithDenoisingOptionsBase, ComparisonResult, KDEDenoisingOptions } from './types.js';
export interface CompareWithKDEDenoisingOptions extends CompareWithDenoisingOptionsBase {
    kdeOptions?: KDEDenoisingOptions;
}
export interface KDEOptimizationParameters {
    kernelStretchFactor: number;
    bandwidth: number;
    threshold: number;
    shouldSplit1: boolean;
    shouldSplit2: boolean;
}
export declare function compareWithKDEDenoising({ data1, data2, sorted1, sorted2, stdev1, stdev2, confidenceLevel, kdeOptions: { precisionDelta, noiseValuesPerSample, random, iterations, minimumVelocityToFirstQuartileRatio, kernelStretchFactorRange: [kernelStretchFactorLowerRange, kernelStretchFactorUpperRange,], kernelStretchFactorSearchStepSize, }, comparisonQualityWeightingOptions, getOutcomeOptions, minimalModalitySize, minimumUsedToTotalSamplesRatio, }: CompareWithKDEDenoisingOptions): OptimizationResult<KDEOptimizationParameters, readonly [GetSplitsReturnType, GetSplitsReturnType], ComparisonResult>[];
//# sourceMappingURL=compareWithKDEDenoising.d.ts.map