Plot prediction

plot the prediction and the reference

Usage

plot_prediction(
  prediction,
  reference,
  ts_input = NULL,
  scale = "year",
  years = NULL,
  ...
)

Arguments

prediction

a vector or ts object of predicted values

reference

a vector or ts object (on the same time scale as prediction) containing ground truth values

ts_input

a vector or ts object containing the input time series

scale

a String indicating which scale should be used for plotting; options are "year", "month" or "week"; default is "year"

years

a vector of years to be included in the plot; if NULL, the first 3 and last 3 years will be used

...

currently unused

Examples

param <- cbind(
  delta = c(0, 10),
  sigma = c(2, 3))
mix <- rep(1, ncol(param))
mod <- createSWR(param = param, mix = mix)
pred <- predict(mod, newdata = sampleWatershed$rain)

plot_prediction(pred,
                prediction = sampleWatershed$gauge,
                reference = sampleWatershed$rain)

plot(mod,
     type = "prediction",
     newdata = sampleWatershed$rain,
     reference = sampleWatershed$gauge)