Package adams.data.outlier

Interface OutlierDetector<T extends DataContainer>

Type Parameters:

T - the type of data to process

All Superinterfaces:

CleanUpHandler, Comparable, Destroyable, OptionHandler, ShallowCopySupporter<OutlierDetector>

All Known Subinterfaces:

TrainableOutlierDetector<T>

All Known Implementing Classes:

AbstractDatabaseConnectionOutlierDetector, AbstractOutlierDetector, AbstractScript, AbstractScriptedOutlierDetector, Excluded, FieldRequired, FilteredOutlierDetector, Groovy, MinMax, MultiOutlierDetector, PassThrough, Scripted, StringMatcher, TargetRequired, TimeseriesMinPoints, TimeseriesRange, TimeseriesTimestampCheck

public interface OutlierDetector<T extends DataContainer>
extends OptionHandler, Comparable, CleanUpHandler, ShallowCopySupporter<OutlierDetector>

Interface for outlier detectors.

Version:

$Revision$

Author:

fracpete (fracpete at waikato dot ac dot nz)

Method Summary

Modifier and Type	Method	Description
List<String>	detect(T data)	Returns the detections on the specified data.
OutlierDetector	shallowCopy()	Returns a shallow copy of itself.
OutlierDetector	shallowCopy(boolean expand)	Returns a shallow copy of itself.

Methods inherited from interface adams.core.CleanUpHandler

cleanUp

Methods inherited from interface java.lang.Comparable

compareTo

Methods inherited from interface adams.core.Destroyable

destroy

Methods inherited from interface adams.core.option.OptionHandler

cleanUpOptions, defineOptions, getOptionManager, toCommandLine

Method Detail

detect

List<String> detect(T data)

Returns the detections on the specified data.

Parameters:

data - the data to process

Returns:

the detections

shallowCopy

OutlierDetector shallowCopy()

Returns a shallow copy of itself.

Specified by:

shallowCopy in interface ShallowCopySupporter<T extends DataContainer>

Returns:

the shallow copy

shallowCopy

OutlierDetector shallowCopy(boolean expand)

Returns a shallow copy of itself.

Specified by:

shallowCopy in interface ShallowCopySupporter<T extends DataContainer>

Parameters:

expand - whether to expand variables to their current values

Returns:

the shallow copy