Package adams.gui.tools.wekainvestigator.tab.classifytab.output

Class Predictions

  • All Implemented Interfaces:
    adams.core.Destroyable, adams.core.GlobalInfoSupporter, adams.core.logging.LoggingLevelHandler, adams.core.logging.LoggingSupporter, adams.core.option.OptionHandler, adams.core.SizeOfHandler, Serializable
    public class Predictions
extends AbstractOutputGenerator
    Displays the predictions.
    Author:
    FracPete (fracpete at waikato dot ac dot nz)
    See Also:
    Serialized Form

    • Field Detail

      • m_AddLabelIndex

        protected boolean m_AddLabelIndex
        whether to prefix the labels with a 1-based index (only nominal classes).

      • m_ShowError

        protected boolean m_ShowError
        whether to add an error colunm.

      • m_ShowRelativeError

        protected boolean m_ShowRelativeError
        whether to add a relative error column (numeric class only).

      • m_UseAbsoluteError

        protected boolean m_UseAbsoluteError
        whether to use absolute errors.

      • m_ShowProbability

        protected boolean m_ShowProbability
        whether to output the probability of the prediction (only nominal classes).

      • m_ShowDistribution

        protected boolean m_ShowDistribution
        whether to output the class distribution (only nominal classes).

      • m_ShowWeight

        protected boolean m_ShowWeight
        whether to output the weight as well.

      • m_LastID

        protected int m_LastID
        the ID of the last dataset selected.

    • Constructor Detail

      • Predictions

        public Predictions()

    • Method Detail

      • globalInfo

        public String globalInfo()
        Returns a string describing the object.
        Specified by:
        globalInfo in interface adams.core.GlobalInfoSupporter
        Specified by:
        globalInfo in class adams.core.option.AbstractOptionHandler
        Returns:
        a description suitable for displaying in the gui

      • defineOptions

        public void defineOptions()
        Adds options to the internal list of options.
        Specified by:
        defineOptions in interface adams.core.option.OptionHandler
        Overrides:
        defineOptions in class adams.core.option.AbstractOptionHandler

      • initialize

        protected void initialize()
        Initializes the members.
        Overrides:
        initialize in class adams.core.option.AbstractOptionHandler

      • setAddLabelIndex

        public void setAddLabelIndex​(boolean value)
        Sets whether to prefix the labels with the index.
        Parameters:
        value - true if the label is prefixed with the index

      • getAddLabelIndex

        public boolean getAddLabelIndex()
        Returns whether to show the error as well.
        Returns:
        true if the label is prefixed with the index

      • addLabelIndexTipText

        public String addLabelIndexTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.

      • setShowError

        public void setShowError​(boolean value)
        Sets whether to show the error as well.
        Parameters:
        value - true if the error is to be displayed as well

      • getShowError

        public boolean getShowError()
        Returns whether to show the error as well.
        Returns:
        true if the error is displayed as well

      • showErrorTipText

        public String showErrorTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.

      • setShowRelativeError

        public void setShowRelativeError​(boolean value)
        Sets whether to show the relative error as well.
        Parameters:
        value - true if the relative error is to be displayed as well

      • getShowRelativeError

        public boolean getShowRelativeError()
        Returns whether to show the relative error as well.
        Returns:
        true if the relative error is displayed as well

      • showRelativeErrorTipText

        public String showRelativeErrorTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.

      • setUseAbsoluteError

        public void setUseAbsoluteError​(boolean value)
        Sets whether to use an absolute error (ie no direction).
        Parameters:
        value - true if to use absolute error

      • getUseAbsoluteError

        public boolean getUseAbsoluteError()
        Returns whether to use an absolute error (ie no direction).
        Returns:
        true if to use absolute error

      • useAbsoluteErrorTipText

        public String useAbsoluteErrorTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.

      • setShowProbability

        public void setShowProbability​(boolean value)
        Sets whether to show the probability of the prediction as well.
        Parameters:
        value - true if the probability is to be displayed as well

      • getShowProbability

        public boolean getShowProbability()
        Returns whether to show the probability as well.
        Returns:
        true if the probability is displayed as well

      • showProbabilityTipText

        public String showProbabilityTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.

      • setShowDistribution

        public void setShowDistribution​(boolean value)
        Sets whether to show the class distribution as well.
        Parameters:
        value - true if the class distribution is to be displayed as well

      • getShowDistribution

        public boolean getShowDistribution()
        Returns whether to show the class distribution as well.
        Returns:
        true if the class distribution is displayed as well

      • showDistributionTipText

        public String showDistributionTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.

      • setShowWeight

        public void setShowWeight​(boolean value)
        Sets whether to show the weight as well.
        Parameters:
        value - true if the weight is to be displayed as well

      • getShowWeight

        public boolean getShowWeight()
        Returns whether to show the weight as well.
        Returns:
        true if the weight is displayed as well

      • showWeightTipText

        public String showWeightTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.

      • createOutput

        protected TableContentPanel createOutput​(ResultItem item,
                                         weka.classifiers.Evaluation eval,
                                         int[] originalIndices,
                                         adams.data.spreadsheet.SpreadSheet additionalAttributes,
                                         adams.core.MessageCollection errors)
        Generates the output from the evaluation.
        Parameters:
        eval - the evaluation to use
        originalIndices - the original indices, can be null
        additionalAttributes - the additional attributes to use, can be null
        errors - for collecting error messages
        Returns:
        the generated output

      • createOutput

        public JComponent createOutput​(ResultItem item,
                               adams.core.MessageCollection errors)
        Generates output from the item.
        Specified by:
        createOutput in class AbstractOutputGenerator<ResultItem>
        Parameters:
        item - the item to generate output for
        errors - for collecting error messages
        Returns:
        the output component, null if failed to generate

      • determineLastSelectedRow

        protected int determineLastSelectedRow​(ClassifyTab tab)
        Determines the last selected row.
        Parameters:
        tab - the classify tab to obtain the data from
        Returns:
        the last selected row (0 by default)

      • removeData

        protected void removeData​(ResultItem item,
                          adams.data.spreadsheet.SpreadSheet data)
        Removes the instances from the current dataset.
        Parameters:
        data - the data points to remove