Uses of Class
kieker.tools.opad.timeseries.forecast.AbstractRForecaster

Packages that use AbstractRForecaster

kieker.tools.opad.timeseries.forecast.arima
kieker.tools.opad.timeseries.forecast.croston
kieker.tools.opad.timeseries.forecast.cs
kieker.tools.opad.timeseries.forecast.ets
kieker.tools.opad.timeseries.forecast.mean
kieker.tools.opad.timeseries.forecast.naive
kieker.tools.opad.timeseries.forecast.ses

Uses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.arima

Subclasses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.arima

class	ARIMA101Forecaster An R-based time series forecaster which computes a forecast based on exponential smoothing.
class	ARIMAForecaster An R-based time series forecaster, auto-arima model selection.

Uses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.croston

Subclasses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.croston

class

CrostonForecaster Intermittent Demand Forecasting.

Uses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.cs

Subclasses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.cs

class

CSForecaster This is one of the forecasters used in the research paper on Self-adaptive workload classification and forecasting for proactive resource provisioning (http://dx.doi.org/10.1002/cpe.3224), authored by Herbst et al.

Uses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.ets

Subclasses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.ets

class

ETSForecaster An R-based time series forecaster which computes a forecast based on exponential smoothing.

Uses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.mean

Subclasses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.mean

class

MeanForecaster An R-based time series forecaster which computes a forecast based on the mean value of the historic values.

Uses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.naive

Subclasses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.naive

class

NaiveForecaster This is one of the forecasters used in the research paper on Self-adaptive workload classification and forecasting for proactive resource provisioning (http://dx.doi.org/10.1002/cpe.3224), authored by Herbst et al.

Uses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.ses

Subclasses of AbstractRForecaster in kieker.tools.opad.timeseries.forecast.ses

class

SESRForecaster This is one of the forecasters used in the research paper on Self-adaptive workload classification and forecasting for proactive resource provisioning (http://dx.doi.org/10.1002/cpe.3224), authored by Herbst et al.