Package adams.ml.preprocessing

Interface StreamFilter

All Superinterfaces:

BatchFilter, CapabilitiesHandler, Filter

All Known Implementing Classes:

AbstractColumnSubsetStreamFilter, AbstractStreamFilter, MultiStream, PassThrough, SavitzkyGolay

public interface StreamFilter
extends BatchFilter

Interface for filters that filter a data stream, i.e., row by row.

Author:

FracPete (fracpete at waikato dot ac dot nz)

Method Summary

Modifier and Type	Method	Description
Row	filter(Row data)	Filters the dataset row coming through.

Methods inherited from interface adams.ml.preprocessing.BatchFilter

filter

Methods inherited from interface adams.ml.preprocessing.Filter

getCapabilities, getOutputFormat, isInitialized

Method Detail

filter

Row filter(Row data)
    throws Exception

Filters the dataset row coming through.

Parameters:

data - the data to filter

Returns:

the filtered data

Throws:

Exception - if filtering fails