@astermind/astermind-elm/dist/tasks/VotingClassifierELM.d.ts

JavaScript Extreme Learning Machine (ELM) library for browser and Node.js.

import { ELMConfig } from '../core/ELMConfig';
export declare class VotingClassifierELM {
    private baseConfig;
    private elm?;
    private modelWeights;
    private categories;
    private usesConfidence;
    private inputSize?;
    constructor(baseConfig: ELMConfig);
    setModelWeights(weights: number[]): void;
    calibrateWeights(predictionLists: string[][], trueLabels: string[]): void;
    /** Train meta-classifier on model predictions (+ optional confidences) and true labels. */
    train(predictionLists: string[][], // shape: [numModels][numExamples]
    confidenceLists: number[][] | null, trueLabels: string[]): void;
    /** Predict final label from a single stacked set of model labels (+ optional confidences). */
    predict(labels: string[], confidences?: number[], topK?: number): Array<{
        label: string;
        prob: number;
    }>;
    loadModelFromJSON(json: string): void;
    saveModelAsJSONFile(filename?: string): void;
}