pkg/R/F_Average.R

   1 #' @include Forecaster.R
   2 #'
   3 #' Average Forecaster
   4 #'
   5 #' Return the (pointwise) average of the all the (similar) centered day curves
   6 #' in the past. Inherits \code{\link{Forecaster}}
   7 #'
   8 AverageForecaster = R6::R6Class("AverageForecaster",
   9     inherit = Forecaster,
  10
  11     public = list(
  12         predictShape = function(data, today, memory, horizon, ...)
  13         {
  14             avg = rep(0., horizon)
  15             first_day = max(1, today-memory)
  16             index = today-7 + 1
  17             nb_no_na_series = 0
  18             repeat
  19             {
  20                 {
  21                     serie_on_horizon = data$getCenteredSerie(index)[1:horizon]
  22                     index = index - 7
  23                 };
  24                 if (!any(is.na(serie_on_horizon)))
  25                 {
  26                     avg = avg + serie_on_horizon
  27                     nb_no_na_series = nb_no_na_series + 1
  28                 };
  29                 if (index < first_day)
  30                     break
  31             }
  32             avg / nb_no_na_series
  33         }
  34     )
  35 )