Class ReplaceMissingValuesWithZero
- java.lang.Object
-
- weka.filters.Filter
-
- weka.filters.unsupervised.attribute.ReplaceMissingValuesWithZero
-
- All Implemented Interfaces:
Serializable
,weka.core.CapabilitiesHandler
,weka.core.CapabilitiesIgnorer
,weka.core.CommandlineRunnable
,weka.core.OptionHandler
,weka.core.RevisionHandler
,weka.filters.StreamableFilter
,weka.filters.UnsupervisedFilter
public class ReplaceMissingValuesWithZero extends weka.filters.Filter implements weka.filters.UnsupervisedFilter, weka.filters.StreamableFilter
Replaces all missing values for nominal and numeric attributes in a dataset with the modes and means from the training data.
- Version:
- $Revision$
- Author:
- Eibe Frank ([email protected])
- See Also:
- Serialized Form
-
-
Constructor Summary
Constructors Constructor Description ReplaceMissingValuesWithZero()
-
Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description weka.core.Capabilities
getCapabilities()
Returns the Capabilities of this filter.String
getRevision()
Returns the revision string.String
globalInfo()
Returns a string describing this filterboolean
input(weka.core.Instance instance)
Input an instance for filtering.static void
main(String[] argv)
Main method for testing this class.boolean
setInputFormat(weka.core.Instances instanceInfo)
Sets the format of the input instances.-
Methods inherited from class weka.filters.Filter
batchFilterFile, batchFinished, bufferInput, copyValues, copyValues, debugTipText, doNotCheckCapabilitiesTipText, filterFile, flushInput, getCapabilities, getDebug, getDoNotCheckCapabilities, getInputFormat, getOptions, getOutputFormat, initInputLocators, initOutputLocators, inputFormatPeek, isFirstBatchDone, isNewBatch, isOutputFormatDefined, listOptions, makeCopies, makeCopy, mayRemoveInstanceAfterFirstBatchDone, numPendingOutput, output, outputFormatPeek, outputPeek, postExecution, preExecution, push, push, resetQueue, run, runFilter, setDebug, setDoNotCheckCapabilities, setOptions, setOutputFormat, testInputFormat, toString, useFilter, wekaStaticWrapper
-
-
-
-
Method Detail
-
globalInfo
public String globalInfo()
Returns a string describing this filter- Returns:
- a description of the filter suitable for displaying in the explorer/experimenter gui
-
getCapabilities
public weka.core.Capabilities getCapabilities()
Returns the Capabilities of this filter.- Specified by:
getCapabilities
in interfaceweka.core.CapabilitiesHandler
- Overrides:
getCapabilities
in classweka.filters.Filter
- Returns:
- the capabilities of this object
- See Also:
Capabilities
-
setInputFormat
public boolean setInputFormat(weka.core.Instances instanceInfo) throws Exception
Sets the format of the input instances.- Overrides:
setInputFormat
in classweka.filters.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:
Exception
- if the input format can't be set successfully
-
input
public boolean input(weka.core.Instance instance)
Input an instance for filtering. Filter requires all training instances be read before producing output.- Overrides:
input
in classweka.filters.Filter
- Parameters:
instance
- the input instance- Returns:
- true if the filtered instance may now be collected with output().
- Throws:
IllegalStateException
- if no input format has been set.
-
getRevision
public String getRevision()
Returns the revision string.- Specified by:
getRevision
in interfaceweka.core.RevisionHandler
- Overrides:
getRevision
in classweka.filters.Filter
- Returns:
- the revision
-
main
public static void main(String[] argv)
Main method for testing this class.- Parameters:
argv
- should contain arguments to the filter: use -h for help
-
-