@ai-on-browser/data-analysis-models/lib/model/clues.d.ts

Data analysis model package without any dependencies

/**
 * CLUstEring based on local Shrinking
 */
export default class CLUES {
    /**
     * @param {number} [alpha] Speed factor
     */
    constructor(alpha?: number);
    _alpha: number;
    _m: number;
    _eps: number;
    /**
     * Number of clusters
     * @type {number}
     */
    get size(): number;
    _d(a: any, b: any): number;
    /**
     * Fit model.
     * @param {Array<Array<number>>} datas Training data
     */
    fit(datas: Array<Array<number>>): void;
    _c: any[];
    _shrinking(data: any, k: any): any;
    _partitioin(y: any): number[];
    /**
     * Returns predicted categories.
     * @returns {number[]} Predicted values
     */
    predict(): number[];
}