Plot point forecasts and actual values of a trained ESN model. — plot.forecast_esn • echos

Plot point forecasts, actual and fitted values of a trained ESN model as line chart. Optionally, test data (out-of-sample) can be added to the plot.

Usage

# S3 method for class 'forecast_esn'
plot(x, test = NULL, fitted = TRUE, ...)

Arguments

x: An object of class forecast_esn.
test: Numeric vector. Test data, i.e., out-of-sample actual values.
fitted: Logical value. If TRUE, fitted values are added.
...: Currently not in use.

Value

Line chart of point forecast and actual values.

Examples

xdata <- as.numeric(AirPassengers)
xmodel <- train_esn(y = xdata)
xfcst <- forecast_esn(xmodel, n_ahead = 12)
plot(xfcst)