knn_elements

<p>Creates a matrix to be used for calculating distances. The most
recent 'element' is put in the first row of the matrix, the
second most recent 'element' in the second row and so on. Therefore,
the oldest 'element' is put in the last row.</p>

Two main functionalities are provided. One of them is predicting values with
k-nearest neighbors algorithm and the other is optimizing the parameters k and d of the algorithm.
These are carried out in parallel using multiple threads.

Daniel Bastarrica Lacalle

knnp

Time Series Prediction using K-Nearest Neighbors Algorithm
(Parallel)

Javier Berdecio Trigueros

Javier Arroyo Gallardo

Albert Meco Alias

knn_elements function

Creates a matrix to be used for calculating distances. The most
recent 'element' is put in the first row of the matrix, the
second most recent 'element' in the second row and so on. Therefore,
the oldest 'element' is put in the last row. — knn_elements

Creates a matrix to be used for calculating distances. The most
recent 'element' is put in the first row of the matrix, the
second most recent 'element' in the second row and so on. Therefore,
the oldest 'element' is put in the last row.

knn_elements: Creates a matrix to be used for calculating distances. The most recent 'element' is put in the first row of the matrix, the second most recent 'element' in the second row and so on. Therefore, the oldest 'element' is put in the last row.

Description

Usage

Arguments

Value