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Provides a time series forecasting environment for Weka. Includes a wrapper for Weka regression schemes that automates the process of creating lagged variables and date-derived periodic variables and provides the ability to do closed-loop forecasting. New evaluation routines are provided by a special evaluation module and graphing of predictions/forecasts are provided via the JFreeChart library. Includes both command-line and GUI user interfaces. Sample time series data can be found in ${WEKA_HOME}/packages/timeseriesForecasting/sample-data.

Files of the artifact timeseriesForecasting version 1.0.27 from the group nz.ac.waikato.cms.weka.

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timeseriesForecasting
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Source code of timeseriesForecasting version 1.0.27

META-INF
META-INF.META-INF.MANIFEST.MF
weka.classifiers.timeseries
weka.classifiers.timeseries.weka.classifiers.timeseries.AbstractForecaster
weka.classifiers.timeseries.weka.classifiers.timeseries.HoltWinters
weka.classifiers.timeseries.weka.classifiers.timeseries.PrimingDataLearner
weka.classifiers.timeseries.weka.classifiers.timeseries.TSForecaster
weka.classifiers.timeseries.weka.classifiers.timeseries.WekaForecaster
weka.classifiers.timeseries.core
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.AbstractTimeSeriesFilter
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.BaseModelSerializer
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.ConfidenceIntervalForecaster
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.CustomPeriodicTest
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.ErrorBasedConfidenceIntervalEstimator
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.IncrementallyPrimeable
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.OverlayForecaster
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.StateDependentPredictor
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.TSLagUser
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.TimeSeriesTranslate
weka.classifiers.timeseries.core.weka.classifiers.timeseries.core.Utils
weka.classifiers.timeseries.eval
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.DACModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.ErrorModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.MAEModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.MAPEModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.MSEModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.RAEModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.RMSEModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.RRSEModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.TSEvalModule
weka.classifiers.timeseries.eval.weka.classifiers.timeseries.eval.TSEvaluation
weka.classifiers.timeseries.eval.graph
weka.classifiers.timeseries.eval.graph.weka.classifiers.timeseries.eval.graph.GraphDriver
weka.classifiers.timeseries.eval.graph.weka.classifiers.timeseries.eval.graph.JFreeChartDriver
weka.classifiers.timeseries.gui
weka.classifiers.timeseries.gui.weka.classifiers.timeseries.gui.AdvancedConfigPanel
weka.classifiers.timeseries.gui.weka.classifiers.timeseries.gui.CustomPeriodicEditor
weka.classifiers.timeseries.gui.weka.classifiers.timeseries.gui.CustomPeriodicTestEditor
weka.classifiers.timeseries.gui.weka.classifiers.timeseries.gui.ForecastingPanel
weka.classifiers.timeseries.gui.weka.classifiers.timeseries.gui.SimpleConfigPanel
weka.classifiers.timeseries.gui.explorer
weka.classifiers.timeseries.gui.explorer.weka.classifiers.timeseries.gui.explorer.ExplorerTSPanel
weka.filters.supervised.attribute
weka.filters.supervised.attribute.weka.filters.supervised.attribute.TSLagMaker
weka.gui.beans
weka.gui.beans.weka.gui.beans.TimeSeriesForecasting
weka.gui.beans.weka.gui.beans.TimeSeriesForecastingBeanInfo
weka.gui.beans.weka.gui.beans.TimeSeriesForecastingCustomizer
weka.gui.beans.weka.gui.beans.TimeSeriesForecastingKFPerspective
weka.gui.beans.icons
weka.gui.beans.icons.weka.gui.beans.icons.chart_line.png
weka.gui.knowledgeflow
weka.gui.knowledgeflow.weka.gui.knowledgeflow.TimeSeriesPerspective
weka.gui.knowledgeflow.icons
weka.gui.knowledgeflow.icons.weka.gui.knowledgeflow.icons.chart_line.png
weka.gui.knowledgeflow.steps
weka.gui.knowledgeflow.steps.weka.gui.knowledgeflow.steps.TimeSeriesForecastingStepEditorDialog
weka.knowledgeflow.steps
weka.knowledgeflow.steps.weka.knowledgeflow.steps.TimeSeriesForecasting




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