weka.filters

Interface Sourcable

All Known Implementing Classes:

AllFilter, Center, Normalize, ReplaceMissingValues, Standardize

public interface Sourcable

Interface for filters that can be converted to Java source.

Version:

$Revision: 8034 $

Author:

FracPete (fracpete at waikato dot ac dot nz)

Method Summary

Methods

Modifier and Type	Method and Description
String	toSource(String className, Instances data) Returns a string that describes the filter as source.

Method Detail

toSource

String toSource(String className,
              Instances data)
                throws Exception

Returns a string that describes the filter as source. The filter will be contained in a class with the given name (there may be auxiliary classes), and will contain two methods with these signatures:

 // converts one row
 public static Object[] filter(Object[] i);
 // converts a full dataset (first dimension is row index)
 public static Object[][] filter(Object[][] i);
 

where the array i contains elements that are either Double, String, with missing values represented as null. The generated code is public domain and comes with no warranty.

Parameters:

className - the name that should be given to the source class.

data - the dataset used for initializing the filter

Returns:

the object source described by a string

Throws:

Exception - if the source can't be computed