com.aliasi.tokenizer
Class TokenFeatureExtractor

java.lang.Object
  com.aliasi.tokenizer.TokenFeatureExtractor

All Implemented Interfaces:

FeatureExtractor<CharSequence>, Serializable

public class TokenFeatureExtractor
extends Object
implements FeatureExtractor<CharSequence>, Serializable

A TokenFeatureExtractor produces feature vectors from character sequences representing token counts.

Serialization

The token feature extractors implement the Serializable interface. A token feature extractor will actually be serializable if the underlying tokenizer factory is serializable, either by implementing the Serializable interface or the Compilable interface. If it is not, attempting to serialize the feature extractor will throw an exception.

Since:

LingPipe3.1

Version:

3.1.3

Author:

Bob Carpenter

See Also:

Serialized Form

Constructor Summary

TokenFeatureExtractor(TokenizerFactory factory)
Construct a token-based feature extractor from the specified tokenizer factory.

Method Summary

Map<String,Counter>

features(CharSequence in) Return the feature vector for the specified character sequence.

Methods inherited from class java.lang.Object

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

Constructor Detail

TokenFeatureExtractor

public TokenFeatureExtractor(TokenizerFactory factory)

Construct a token-based feature extractor from the specified tokenizer factory.

Parameters:

factory - Tokenizer factory to use for tokenization.

Method Detail

features

public Map<String,Counter> features(CharSequence in)

Return the feature vector for the specified character sequence. The keys are the tokens extracted and their values is the count of the token in the input character sequence.

Specified by:

features in interface FeatureExtractor<CharSequence>

Parameters:

in - Character sequence from which to extract features.

Returns:

Mapping from tokens in the input sequence to their counts.