Uses of Interface
com.aliasi.corpus.Handler

Packages that use Handler

Package	Description
com.aliasi.chunk	Classes for extracting meaningful chunks (spans) of text.
com.aliasi.classify	Classes for classifying data and evaluation.
com.aliasi.corpus	Classes for parsing and handling various corpora.
com.aliasi.hmm	Classes for estimating and decoding hidden Markov models.
com.aliasi.lm	Classes for character- and token-based language models.
com.aliasi.sentences	Classes for sentence-boundary detection.
com.aliasi.spell	Classes for spelling correction and edit distance.
com.aliasi.tag	Classes and interfaces for sequence tagging, including evaluators.

Uses of Handler in com.aliasi.chunk

Classes in com.aliasi.chunk that implement Handler

Modifier and Type	Class and Description
class	CharLmHmmChunker A CharLmHmmChunker employs a hidden Markov model estimator and tokenizer factory to learn a chunker.
class	CharLmRescoringChunker A CharLmRescoringChunker provides a long-distance character language model-based chunker that operates by rescoring the output of a contained character language model HMM chunker.
class	ChunkerEvaluator The ChunkerEvaulator class provides an evaluation framework for chunkers.
class	TrainTokenShapeChunker A TrainTokenShapeChunker is used to train a token and shape-based chunker.

Uses of Handler in com.aliasi.classify

Classes in com.aliasi.classify that implement Handler

Modifier and Type	Class and Description
class	BaseClassifierEvaluator<E> A BaseClassifierEvaluator provides an evaluation harness for first-best classifiers.
class	BernoulliClassifier<E> A BernoulliClassifier provides a feature-based classifier where feature values are reduced to booleans based on a specified threshold.
class	BinaryLMClassifier A BinaryLMClassifier is a boolean dynamic language model classifier for use when there are two categories, but training data is only available for one of the categories.
class	ConditionalClassifierEvaluator<E> A ConditionalClassifierEvaluator provides an evaluation harness for conditional probability-based n-best classifiers.
class	DynamicLMClassifier<L extends LanguageModel.Dynamic> A DynamicLMClassifier is a language model classifier that accepts training events of categorized character sequences.
class	JointClassifierEvaluator<E> A JointClassifierEvaluator provides an evaluation harness for joint probability-based n-best classifiers.
class	KnnClassifier<E> A KnnClassifier implements k-nearest-neighor classification based on feature extraction and a vector proximity or distance.
class	NaiveBayesClassifier A NaiveBayesClassifier provides a trainable naive Bayes text classifier, with tokens as features.
class	RankedClassifierEvaluator<E> A RankedClassifierEvaluator provides an evaluation harness for ranked classifiers.
class	ScoredClassifierEvaluator<E> A ScoredClassifierEvaluator provides an evaluation harness for score-based classifiers.
class	TfIdfClassifierTrainer<E> A TfIdfClassifierTrainer provides a framework for training discriminative classifiers based on term-frequency (TF) and inverse document frequency (IDF) weighting of features.
class	TradNaiveBayesClassifier A TradNaiveBayesClassifier implements a traditional token-based approach to naive Bayes text classification.

Uses of Handler in com.aliasi.corpus

Classes in com.aliasi.corpus with type parameters of type Handler

Modifier and Type	Class and Description
class	Corpus<H extends Handler> The Corpus abstract class provides a basis for passing training and testing data to data handlers.
class	DiskCorpus<H extends Handler> A DiskCorpus reads data from a specified training and test directory using a specified parser.
class	InputSourceParser<H extends Handler> An InputSourceParser is an abstract parser based on an abstract method for parsing from an input source.
class	Parser<H extends Handler> The Parser abstract class provides methods for parsing content from an input source or character sequence and passing extracted events to a content handler.
class	StringParser<H extends Handler> A StringParser is an abstract parser based on an abstract method for parsing from a character slice.
class	XMLParser<H extends Handler> An XMLParser adapts a handler to be used to handle text extracted from an XML source.

Subinterfaces of Handler in com.aliasi.corpus

Modifier and Type	Interface and Description
interface	ObjectHandler<E> The ObjectHandler interface specifies a handler with a single method that takes a single argument of the type of the generic paramter.

Classes in com.aliasi.corpus that implement Handler

Modifier and Type	Class and Description
class	XValidatingObjectCorpus<E> An XValidatingObjectCorpus holds a list of items which it uses to provide training and testing items using cross-validation.

Uses of Handler in com.aliasi.hmm

Classes in com.aliasi.hmm that implement Handler

Modifier and Type	Class and Description
class	AbstractHmmEstimator An HmmEstimator may be used to train a hidden Markov model (HMM).
class	HmmCharLmEstimator An HmmCharLmEstimator employs a maximum a posteriori transition estimator and a bounded character language model emission estimator.

Uses of Handler in com.aliasi.lm

Subinterfaces of Handler in com.aliasi.lm

Modifier and Type	Interface and Description
static interface	LanguageModel.Dynamic A LanguageModel.Dynamic accepts training events in the form of character slices or sequences.

Classes in com.aliasi.lm that implement Handler

Modifier and Type	Class and Description
class	NGramBoundaryLM An NGramBoundaryLM provides a dynamic sequence language model for which training, estimation and pruning may be interleaved.
class	NGramProcessLM An NGramProcessLM provides a dynamic conditional process language model process for which training, estimation, and pruning may be interleaved.
class	TokenizedLM A TokenizedLM provides a dynamic sequence language model which models token sequences with an n-gram model, and whitespace and unknown tokens with their own sequence language models.
class	UniformBoundaryLM A UniformBoundaryLM implements a uniform sequence language model with a specified number of outcomes and the same probability assigned to the end-of-stream marker.
class	UniformProcessLM A UniformLM.Sequence implements a uniform sequence language model with a specified number of outcomes and the same probability assigned to the end-of-stream marker.

Uses of Handler in com.aliasi.sentences

Classes in com.aliasi.sentences that implement Handler

Modifier and Type	Class and Description
class	SentenceEvaluator A SentenceEvaluator handles reference chunkings by constructing a response chunking and adding them to a sentence evaluation.

Uses of Handler in com.aliasi.spell

Classes in com.aliasi.spell that implement Handler

Modifier and Type	Class and Description
class	TfIdfDistance The TfIdfDistance class provides a string distance based on term frequency (TF) and inverse document frequency (IDF).
class	TrainSpellChecker A TrainSpellChecker instance provides a mechanism for collecting training data for a compiled spell checker.

Uses of Handler in com.aliasi.tag

Classes in com.aliasi.tag that implement Handler

Modifier and Type	Class and Description
class	MarginalTaggerEvaluator<E> A MarginalTaggerEvaluator evaluates marginal taggers either directly or by adding their outputs.
class	NBestTaggerEvaluator<E> An NBestTaggerEvaluator provides an evaluation framework for n-best taggers.
class	TaggerEvaluator<E> A TaggerEvaluator provides evaluation for first-best taggers implementing the Tagger interface.