Allows to forecast time series using nearest neighbors regression
Francisco Martinez, Maria P. Frias, Maria D. Perez-Godoy and Antonio J.
The goal of tsfknn is to forecast time series using KNN regression
You can install tsfknn from from github with:
This is a basic example which shows you how to forecast with tsfknn:
library(tsfknn)pred <- knn_forecasting(USAccDeaths, h = 12, k = 3)pred$prediction # To see a time series with the forecastsplot(pred) # To see a plot with the forecastlibrary(ggplot2)autoplot(pred, highlight = "neighbors") # To see the nearest neighbors