Package weka.filters.unsupervised.attribute

Class FFT

  • All Implemented Interfaces:
    Serializable, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.RevisionHandler, weka.core.TechnicalInformationHandler, weka.filters.StreamableFilter, weka.filters.UnsupervisedFilter
    public class FFT
extends weka.filters.SimpleStreamFilter
implements weka.core.TechnicalInformationHandler, weka.filters.UnsupervisedFilter
    A filter that transforms the data with Fast Fourier Transform.

    Pads with zeroes.
    For more information see:

    Mark Hale (2009). JSci - A science API for Java.

    BibTeX: 
     @misc{Hale2009,
    author = {Mark Hale},
    title = {JSci - A science API for Java},
    year = {2009},
    HTTP = {http://jsci.sourceforge.net/}
 }


    Valid options are: 

     -inverse
  Whether to compute the inverse.
  (default: no)
     -real
  Whether to return imaginary or real part is returned.
  (default: imaginary)
    Version:
    $Revision$
    Author:
    fracpete (fracpete at waikato dot ac dot nz)
    See Also:
    Serialized Form

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected boolean m_InverseTransform
      whether to perform inverse transformation (wavelet -> normal space).
      protected adams.data.padding.PaddingType m_PaddingType
      the type of padding to use.
      protected boolean m_Real
      whether to return complex or real part of the transformation.

      • Fields inherited from class weka.filters.Filter

        m_Debug, m_DoNotCheckCapabilities, m_FirstBatchDone, m_InputRelAtts, m_InputStringAtts, m_NewBatch, m_OutputRelAtts, m_OutputStringAtts

    • Constructor Summary

      Constructors 
      Constructor Description
      FFT()  

    • Method Summary

      All Methods Static Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      protected weka.core.Instances determineOutputFormat​(weka.core.Instances inputFormat)
      Determines the output format based on the input format and returns this.
      weka.core.Capabilities getCapabilities()
      Returns the Capabilities of this filter.
      boolean getInverseTransform()
      Returns whether to compute inverse.
      String[] getOptions()
      Gets the current settings of the filter.
      boolean getReal()
      Returns whether to return real or imaginary part.
      String getRevision()
      Returns the revision string.
      weka.core.TechnicalInformation getTechnicalInformation()
      Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.
      String globalInfo()
      Returns a string describing this classifier.
      String inverseTransformTipText()
      Returns the tip text for this property.
      Enumeration listOptions()
      Returns an enumeration describing the available options.
      static void main​(String[] args)
      Main method for testing this class.
      protected weka.core.Instance process​(weka.core.Instance instance)
      processes the given instance (may change the provided instance) and returns the modified version.
      String realTipText()
      Returns the tip text for this property.
      void setInverseTransform​(boolean value)
      Sets whether to compute inverse.
      void setOptions​(String[] options)
      Parses a list of options for this object.
      void setReal​(boolean value)
      Sets whether to return real or imaginary part.

      • Methods inherited from class weka.filters.SimpleStreamFilter

        batchFinished, hasImmediateOutputFormat, input, preprocess, process

      • Methods inherited from class weka.filters.SimpleFilter

        reset, setInputFormat

      • Methods inherited from class weka.filters.Filter

        batchFilterFile, bufferInput, copyValues, copyValues, debugTipText, doNotCheckCapabilitiesTipText, filterFile, flushInput, getCapabilities, getDebug, getDoNotCheckCapabilities, getInputFormat, getOutputFormat, initInputLocators, initOutputLocators, inputFormatPeek, isFirstBatchDone, isNewBatch, isOutputFormatDefined, makeCopies, makeCopy, mayRemoveInstanceAfterFirstBatchDone, numPendingOutput, output, outputFormatPeek, outputPeek, postExecution, preExecution, push, push, resetQueue, run, runFilter, setDebug, setDoNotCheckCapabilities, setOutputFormat, testInputFormat, toString, useFilter, wekaStaticWrapper

    • Field Detail

      • m_PaddingType

        protected adams.data.padding.PaddingType m_PaddingType
        the type of padding to use.

      • m_InverseTransform

        protected boolean m_InverseTransform
        whether to perform inverse transformation (wavelet -> normal space).

      • m_Real

        protected boolean m_Real
        whether to return complex or real part of the transformation.

    • Constructor Detail

      • FFT

        public FFT()

    • Method Detail

      • globalInfo

        public String globalInfo()
        Returns a string describing this classifier.
        Specified by:
        globalInfo in class weka.filters.SimpleFilter
        Returns:
        a description of the classifier suitable for displaying in the explorer/experimenter gui

      • getTechnicalInformation

        public weka.core.TechnicalInformation getTechnicalInformation()
        Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.
        Specified by:
        getTechnicalInformation in interface weka.core.TechnicalInformationHandler
        Returns:
        the technical information about this class

      • listOptions

        public Enumeration listOptions()
        Returns an enumeration describing the available options.
        Specified by:
        listOptions in interface weka.core.OptionHandler
        Overrides:
        listOptions in class weka.filters.Filter
        Returns:
        an enumeration of all the available options.

      • setOptions

        public void setOptions​(String[] options)
                throws Exception
        Parses a list of options for this object. Also resets the state of the filter (this reset doesn't affect the options).
        Specified by:
        setOptions in interface weka.core.OptionHandler
        Overrides:
        setOptions in class weka.filters.Filter
        Parameters:
        options - the list of options as an array of strings
        Throws:
        Exception - if an option is not supported
        See Also:
        SimpleFilter.reset()

      • getOptions

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

      • setInverseTransform

        public void setInverseTransform​(boolean value)
        Sets whether to compute inverse.
        Parameters:
        value - true if inverse

      • getInverseTransform

        public boolean getInverseTransform()
        Returns whether to compute inverse.
        Returns:
        true if inverse

      • inverseTransformTipText

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

      • setReal

        public void setReal​(boolean value)
        Sets whether to return real or imaginary part.
        Parameters:
        value - true if real

      • getReal

        public boolean getReal()
        Returns whether to return real or imaginary part.
        Returns:
        true if real

      • realTipText

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

      • getCapabilities

        public weka.core.Capabilities getCapabilities()
        Returns the Capabilities of this filter. Derived filters have to override this method to enable capabilities.
        Specified by:
        getCapabilities in interface weka.core.CapabilitiesHandler
        Overrides:
        getCapabilities in class weka.filters.Filter
        Returns:
        the capabilities of this object
        See Also:
        Capabilities

      • determineOutputFormat

        protected weka.core.Instances determineOutputFormat​(weka.core.Instances inputFormat)
                                             throws Exception
        Determines the output format based on the input format and returns this. In case the output format cannot be returned immediately, i.e., hasImmediateOutputFormat() returns false, then this method will called from batchFinished() after the call of preprocess(Instances), in which, e.g., statistics for the actual processing step can be gathered.
        Specified by:
        determineOutputFormat in class weka.filters.SimpleStreamFilter
        Parameters:
        inputFormat - the input format to base the output format on
        Returns:
        the output format
        Throws:
        Exception - in case the determination goes wrong

      • process

        protected weka.core.Instance process​(weka.core.Instance instance)
                              throws Exception
        processes the given instance (may change the provided instance) and returns the modified version.
        Specified by:
        process in class weka.filters.SimpleStreamFilter
        Parameters:
        instance - the instance to process
        Returns:
        the modified data
        Throws:
        Exception - in case the processing goes wrong

      • getRevision

        public String getRevision()
        Returns the revision string.
        Specified by:
        getRevision in interface weka.core.RevisionHandler
        Overrides:
        getRevision in class weka.filters.Filter
        Returns:
        the revision

      • main

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