com.aliasi.features

Class BoundedFeatureExtractor<E>

java.lang.Object

com.aliasi.features.FeatureExtractorFilter<E>

com.aliasi.features.ModifiedFeatureExtractor<E>

com.aliasi.features.BoundedFeatureExtractor<E>

Type Parameters:

E - The type of objects whose features are extracted.

All Implemented Interfaces:

FeatureExtractor<E>, Serializable

public class BoundedFeatureExtractor<E>
extends ModifiedFeatureExtractor<E>
implements Serializable

A BoundedFeatureExtractor provides a lower-bound and upper-bound on feature values between which all values from a contained base extractor are bounded. Values greater than the upper bound are replaced with the upper bound, and values less than the lower bound are replaced with the lower bound. Values may be unbounded below by using Double.NEGATIVE_INFINITY as the lower bound, and may be unbounded above by using Double.POSITIVE_INFINITY the upper bound.

Since:

Lingpipe3.8

Version:

3.8

Author:

Mike Ross, Bob Carpenter

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
BoundedFeatureExtractor(FeatureExtractor<? super E> extractor, double minValue, double maxValue) Construct a bounded feature extractor that bounds the feature values produced by the specified extractor to be within the specified minimum and maximum values.

Method Summary

Modifier and Type	Method and Description
Number	filter(String feature, Number value) Return the bounded value corresponding to the specified value.

Methods inherited from class com.aliasi.features.ModifiedFeatureExtractor

features

Methods inherited from class com.aliasi.features.FeatureExtractorFilter

baseExtractor

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

BoundedFeatureExtractor

public BoundedFeatureExtractor(FeatureExtractor<? super E> extractor,
                               double minValue,
                               double maxValue)

Construct a bounded feature extractor that bounds the feature values produced by the specified extractor to be within the specified minimum and maximum values.

Parameters:

extractor - Base feature extractor.

minValue - Minimum value of a feature

maxValue - Maximum value of a feature

Throws:

IllegalArgumentException - If minVal > maxVal

Method Detail

filter

public Number filter(String feature,
                     Number value)

Return the bounded value corresponding to the specified value. The feature name is ignored.

Overrides:

filter in class ModifiedFeatureExtractor<E>

Parameters:

feature - Name of feature, which is ignored.

value - Value to filter.

Returns:

The bounded value.