predict.knnForecast {tsfknn}

Predict method for KNN models for time series forecasting.

Description

Predicted values based on a KNN model for time series forecasting.

Usage

## S3 method for class 'knnForecast'
predict(object, h, ...)

Arguments

object

a knnForecast object obtained by a call to the knn_forecasting function.

h

an integer. The forecasting horizon.

...

further arguments passed to or from other methods.

Details

If the models uses the MIMO strategy for multiple-step ahead prediction, the forecasting horizon is fixed to the model forecasting horizon.

Value

a knnForecast object with the prediction and information about the KNN model, see the documentation of knn_forecasting for the structure of knnForecast objects.

Examples

pred <- knn_forecasting(UKgas, h = 4, k = 1, msas = "recursive")
new_pred <- predict(pred, h = 6)
print(new_pred$prediction)
plot(new_pred) # To see a plot with the forecast