ml-distance/lib/distances/motyka.js

Distance and similarity functions to compare vectors

"use strict";
Object.defineProperty(exports, "__esModule", { value: true });
/**
 *Returns the Motyka distance between vectors a and b
 * @link [Motyka algorithm](https://www.naun.org/main/NAUN/ijmmas/mmmas-49.pdf)
 * @param a - first vector
 * @param b - second vector
 *
 */
function motyka(a, b) {
    let up = 0;
    let down = 0;
    for (let i = 0; i < a.length; i++) {
        up += Math.min(a[i], b[i]);
        down += a[i] + b[i];
    }
    return 1 - up / down;
}
exports.default = motyka;
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