/**
 * ML Adaptive SuperTrend [AlgoAlpha]
 *
 * Uses k-Means Clustering on ATR values to classify volatility regime
 * (low/medium/high), then selects an appropriate SuperTrend factor.
 * Low volatility → higher factor, high volatility → lower factor.
 *
 * Reference: TradingView "ML Adaptive SuperTrend [AlgoAlpha]" (TV#408)
 */
import { type IndicatorResult, type InputConfig, type PlotConfig, type Bar } from 'oakscriptjs';
import type { MarkerData, LabelData } from '../types';
import type { TableData } from '../types';
export interface MlAdaptiveSupertrendInputs {
    atrLen: number;
    minFactor: number;
    midFactor: number;
    maxFactor: number;
    trainLen: number;
    showLabels: boolean;
}
export declare const defaultInputs: MlAdaptiveSupertrendInputs;
export declare const inputConfig: InputConfig[];
export declare const plotConfig: PlotConfig[];
export declare const metadata: {
    title: string;
    shortTitle: string;
    overlay: boolean;
};
export declare function calculate(bars: Bar[], inputs?: Partial<MlAdaptiveSupertrendInputs>): IndicatorResult & {
    markers: MarkerData[];
    labels: LabelData[];
    tables: TableData;
};
export declare const MlAdaptiveSupertrend: {
    calculate: typeof calculate;
    metadata: {
        title: string;
        shortTitle: string;
        overlay: boolean;
    };
    defaultInputs: MlAdaptiveSupertrendInputs;
    inputConfig: InputConfig[];
    plotConfig: PlotConfig[];
};
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