Package adams.ml.preprocessing

Interface BatchFilter

All Superinterfaces:

CapabilitiesHandler, Filter

All Known Subinterfaces:

StreamFilter

All Known Implementing Classes:

AbstractBatchFilter, AbstractColumnSubsetBatchFilter, AbstractColumnSubsetStreamFilter, AbstractStreamFilter, MultiBatch, MultiStream, PassThrough, PCA, PLS, SavitzkyGolay

public interface BatchFilter
extends Filter

Interface for filters that filter data in batches.

Author:

FracPete (fracpete at waikato dot ac dot nz)

Method Summary

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

Methods inherited from interface adams.ml.preprocessing.Filter

getCapabilities, getOutputFormat, isInitialized

Method Detail

filter

Dataset filter(Dataset data)
        throws Exception

Filters the dataset coming through.

Parameters:

data - the data to filter

Returns:

the filtered data

Throws:

Exception - if filtering fails