Documentation of 'weka.filters.unsupervised.attribute.Add' Java class
Add
weka.filters.unsupervised.attribute

Class Add

    • Field Detail

      • TAGS_TYPE

        public static final Tag[] TAGS_TYPE
        the attribute type.
    • Constructor Detail

      • Add

        public Add()
    • Method Detail

      • globalInfo

        public java.lang.String globalInfo()
        Returns a string describing this filter.
        Returns:
        a description of the filter suitable for displaying in the explorer/experimenter gui
      • listOptions

        public java.util.Enumeration<Option> listOptions()
        Returns an enumeration describing the available options.
        Specified by:
        listOptions in interface OptionHandler
        Overrides:
        listOptions in class Filter
        Returns:
        an enumeration of all the available options.
      • setOptions

        public void setOptions(java.lang.String[] options)
                        throws java.lang.Exception
        Parses a given list of options.

        Valid options are:

         -T <NUM|NOM|STR|DAT>
          The type of attribute to create:
          NUM = Numeric attribute
          NOM = Nominal attribute
          STR = String attribute
          DAT = Date attribute
          (default: NUM)
         
         -C <index>
          Specify where to insert the column. First and last
          are valid indexes.(default: last)
         
         -N <name>
          Name of the new attribute.
          (default: 'Unnamed')
         
         -L <label1,label2,...>
          Create nominal attribute with given labels
          (default: numeric attribute)
         
         -F <format>
          The format of the date values (see ISO-8601)
          (default: yyyy-MM-dd'T'HH:mm:ss)
         
         -W <double>
          The weight for the new attribute (default: 1.0)
         
        Specified by:
        setOptions in interface OptionHandler
        Overrides:
        setOptions in class Filter
        Parameters:
        options - the list of options as an array of strings
        Throws:
        java.lang.Exception - if an option is not supported
      • getOptions

        public java.lang.String[] getOptions()
        Gets the current settings of the filter.
        Specified by:
        getOptions in interface OptionHandler
        Overrides:
        getOptions in class Filter
        Returns:
        an array of strings suitable for passing to setOptions
      • setInputFormat

        public boolean setInputFormat(Instances instanceInfo)
                               throws java.lang.Exception
        Sets the format of the input instances.
        Overrides:
        setInputFormat in class Filter
        Parameters:
        instanceInfo - an Instances object containing the input instance structure (any instances contained in the object are ignored - only the structure is required).
        Returns:
        true if the outputFormat may be collected immediately
        Throws:
        java.lang.Exception - if the format couldn't be set successfully
      • input

        public boolean input(Instance instance)
        Input an instance for filtering. Ordinarily the instance is processed and made available for output immediately. Some filters require all instances be read before producing output.
        Overrides:
        input in class Filter
        Parameters:
        instance - the input instance
        Returns:
        true if the filtered instance may now be collected with output().
        Throws:
        java.lang.IllegalStateException - if no input format has been defined.
      • attributeNameTipText

        public java.lang.String attributeNameTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the explorer/experimenter gui
      • getAttributeName

        public java.lang.String getAttributeName()
        Get the name of the attribute to be created.
        Returns:
        the new attribute name
      • setAttributeName

        public void setAttributeName(java.lang.String name)
        Set the new attribute's name.
        Parameters:
        name - the new name
      • attributeIndexTipText

        public java.lang.String attributeIndexTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the explorer/experimenter gui
      • getAttributeIndex

        public java.lang.String getAttributeIndex()
        Get the index of the attribute used.
        Returns:
        the index of the attribute
      • setAttributeIndex

        public void setAttributeIndex(java.lang.String attIndex)
        Sets index of the attribute used.
        Parameters:
        attIndex - the index of the attribute
      • weightTipText

        public java.lang.String weightTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the explorer/experimenter gui
      • getWeight

        public double getWeight()
        Get the weight of the attribute used.
        Returns:
        the weight of the attribute
      • setWeight

        public void setWeight(double weight)
        Sets weight of the attribute used.
        Parameters:
        weight - the weight of the attribute
      • nominalLabelsTipText

        public java.lang.String nominalLabelsTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the explorer/experimenter gui
      • getNominalLabels

        public java.lang.String getNominalLabels()
        Get the list of labels for nominal attribute creation.
        Returns:
        the list of labels for nominal attribute creation
      • setNominalLabels

        public void setNominalLabels(java.lang.String labelList)
        Set the labels for nominal attribute creation.
        Parameters:
        labelList - a comma separated list of labels
        Throws:
        java.lang.IllegalArgumentException - if the labelList was invalid
      • attributeTypeTipText

        public java.lang.String attributeTypeTipText()
        Returns the tip text for this property
        Returns:
        tip text for this property suitable for displaying in the explorer/experimenter gui
      • setAttributeType

        public void setAttributeType(SelectedTag value)
        Sets the type of attribute to generate.
        Parameters:
        value - the attribute type
      • getAttributeType

        public SelectedTag getAttributeType()
        Gets the type of attribute to generate.
        Returns:
        the current attribute type.
      • dateFormatTipText

        public java.lang.String dateFormatTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the explorer/experimenter gui
      • getDateFormat

        public java.lang.String getDateFormat()
        Get the date format, complying to ISO-8601.
        Returns:
        the date format
      • setDateFormat

        public void setDateFormat(java.lang.String value)
        Set the date format, complying to ISO-8601.
        Parameters:
        value - a comma separated list of labels
      • main

        public static void main(java.lang.String[] argv)
        Main method for testing this class.
        Parameters:
        argv - should contain arguments to the filter: use -h for help

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