/** * @license Apache-2.0 * * Copyright (c) 2018 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ 'use strict'; // MODULES // var incrmean = require( './../../../incr/mean' ); var signum = require( '@stdlib/math/base/special/signum' ); var kroneckerDelta = require( '@stdlib/math/base/special/kronecker-delta' ); // MAIN // /** * Returns an accumulator function which incrementally computes the mean directional accuracy. * * @returns {Function} accumulator function * * @example * var accumulator = incrmda(); * * var m = accumulator(); * // returns null * * m = accumulator( 2.0, 3.0 ); * // returns 1.0 * * m = accumulator( -5.0, 4.0 ); * // returns 0.5 * * m = accumulator(); * // returns 0.5 */ function incrmda() { var mean; var FLG; var f0; var a0; mean = incrmean(); return accumulator; /** * If provided a value, the accumulator function returns an updated mean directional accuracy. If not provided a value, the accumulator function returns the current mean directional accuracy. * * @private * @param {number} [f] - forecast value * @param {number} [a] - actual value * @returns {(number|null)} mean directional accuracy or null */ function accumulator( f, a ) { var sf; var sa; if ( arguments.length === 0 ) { return mean(); } if ( FLG === void 0 ) { FLG = true; f0 = f; a0 = a; } sf = signum( f-f0 ); sa = signum( a-a0 ); f0 = f; a0 = a; return mean( kroneckerDelta( sf, sa ) ); } } // EXPORTS // module.exports = incrmda;