Package csli.util.classify.stanford

This package provides classes for machine learning/classification, implemented using the Stanford (Klein/Manning) underlying data structures.

See:
Description

Class Summary

C4_5Classifier	A wrapper for Ross Quinlan's C4.5 decision tree-based classifier (see http://www.rulequest.com/Personal/)
C4_5ClassifierFactory
ClassifierUtils
CsliMaxentClassifierFactory
ExternalClassifier	An extension for the standard Stanford Classifier class for use with external stand-alone classifiers.
ExternalClassifierFactory	An extension for the standard Stanford ClassifierFactory class for use with external stand-alone classifiers.
MaxentWindowClassifier	A class which implements the standard Stanford classifier interface, but uses a buffered context to build features
MaxentWindowClassifierFactory	A class which implements the standard Stanford classifier interface, but uses a buffered context to build features
NaiveBayesClassifierFactory
NaiveNgramClassifier	A binary classifier which uses a single n-gram model, making class decision by comparing log-likelihood with a given threshold
NaiveNgramClassifierFactory
NgramClassifier	A classifier which uses multiple n-gram models, making class decision based on best log-likelihood
NgramClassifierFactory
SvmLightClassifier	A wrapper for Thorsten Joachims' SVMlight support vector machine-based classifier (see http://svmlight.joachims.org/)
SvmLightClassifierFactory
WeightedWindowClassifier	A class which implements the standard Stanford classifier interface, but classifies in a naive way, by applying a fixed set of filter weights to the features (which must be numerical) and then checking the sum (or max) against a threshold.
WeightedWindowClassifierFactory	A class which implements the standard Stanford classifier interface, but classifies in a naive way, by applying a fixed set of filter weights to the features (which must be numerical) and then checking the sum (or max) against a threshold.
WindowBuffer	A 2-dimensional buffer which efficiently calculates the column rows/sums during the shift/add operation

Package csli.util.classify.stanford Description

This package provides classes for machine learning/classification, implemented using the Stanford (Klein/Manning) underlying data structures.