#Cc.mallet.classify Classes and Interfaces

_{#Cc.mallet.classify Classes and Interfaces - 85 results found.}

Name	Description	Type	Package	Framework
AccuracyCoverage	Methods for calculating and displaying the accuracy v.	Class	cc.mallet.classify.evaluate	Mallet
AdaBoost	Robert E.	Class	cc.mallet.classify	Mallet
AdaBoostM2	Yoav Freund and Robert E.	Class	cc.mallet.classify	Mallet
AdaBoostM2Trainer	This version of AdaBoost can handle multi-class problems.	Class	cc.mallet.classify	Mallet
AdaBoostTrainer	This version of AdaBoost should be used only for binary classification.	Class	cc.mallet.classify	Mallet
BaggingClassifier		Class	cc.mallet.classify	Mallet
BaggingTrainer		Class	cc.mallet.classify	Mallet
BalancedWinnow	Classification methods of BalancedWinnow algorithm.	Class	cc.mallet.classify	Mallet
BalancedWinnowTrainer	An implementation of the training methods of a BalancedWinnow on-line classifier.	Class	cc.mallet.classify	Mallet
Boostable		Interface	cc.mallet.classify	Mallet
C45	A C4.	Class	cc.mallet.classify	Mallet
C45 .Node	See Also:Serialized FormConstructor SummaryC45.	Class	cc.mallet.classify.C45	Mallet
C45Trainer	A C4.	Class	cc.mallet.classify	Mallet
Calo2Classify	Classify documents, run trials, print statistics from a vector file.	Class	cc.mallet.classify.tui	Mallet
Classification	The result of classifying a single instance.	Class	cc.mallet.classify	Mallet
Classifier	Abstract parent of all Classifiers.	Class	cc.mallet.classify	Mallet
Classifier2Info	Diagnostic facilities for a classifier.	Class	cc.mallet.classify.tui	Mallet
ClassifierAccuracyEvaluator		Class	cc.mallet.classify	Mallet
ClassifierEnsemble	Classifer for an ensemble of classifers, combined with learned weights.	Class	cc.mallet.classify	Mallet
ClassifierEnsembleTrainer		Class	cc.mallet.classify	Mallet
ClassifierEvaluator		Class	cc.mallet.classify	Mallet
ClassifierTrainer	Each ClassifierTrainer trains one Classifier based on various interfaces for consuming training data.	Class	cc.mallet.classify	Mallet
ClassifierTrainer .ByActiveLearning	For active learning, in which this trainer will select certain instances and request that the Labeler instance label them.	Interface	cc.mallet.classify.ClassifierTrainer	Mallet
ClassifierTrainer .ByIncrements	For various kinds of online learning by batches, where training instances are presented, consumed for learning immediately.	Interface	cc.mallet.classify.ClassifierTrainer	Mallet
ClassifierTrainer .ByInstanceIncrements	For online learning that can operate on one instance at a time.	Interface	cc.mallet.classify.ClassifierTrainer	Mallet
ClassifierTrainer .ByOptimization		Interface	cc.mallet.classify.ClassifierTrainer	Mallet
ClassifierTrainer .Factory	Instances of a Factory know how to create new ClassifierTrainers to apply to new Classifiers.	Class	cc.mallet.classify.ClassifierTrainer	Mallet
ConfidencePredictingClassifier	See Also:Serialized FormFields inherited from class cc.	Class	cc.mallet.classify	Mallet
ConfidencePredictingClassifierTrainer	Nested Class SummaryNested classes/interfaces inherited from class cc.	Class	cc.mallet.classify	Mallet
ConfusionMatrix	Calculates and prints confusion matrix, accuracy, and precision for a given clasification trial.	Class	cc.mallet.classify.evaluate	Mallet
Csv2Classify	Command line tool for classifying a sequence of instances directly from text input, without	Class	cc.mallet.classify.tui	Mallet
Csv2Vectors	Command line import tool for loading a sequence of instances from a single file, with one instance	Class	cc.mallet.classify.tui	Mallet
DecisionTree	Decision Tree classifier.	Class	cc.mallet.classify	Mallet
DecisionTree .Node	See Also:Serialized FormConstructor SummaryDecisionTree.	Class	cc.mallet.classify.DecisionTree	Mallet
DecisionTreeTrainer	A decision tree learner, roughly ID3, but only to a fixed given depth in all branches.	Class	cc.mallet.classify	Mallet
DecisionTreeTrainer .Factory		Class	cc.mallet.classify.DecisionTreeTrainer	Mallet
DocumentClassifier		Class	cc.mallet.classify.examples	Mallet
FeatureConstraintUtil	Utility functions for creating feature constraints that can be used with GE training.	Class	cc.mallet.classify	Mallet
FeatureSelectingClassifierTrainer	Adaptor for adding feature selection to a classifier trainer.	Class	cc.mallet.classify	Mallet
Graph	Framework for standard graph.	Class	cc.mallet.classify.evaluate	Mallet
Graph2	Methods for a 2-D graphSee Also:Serialized Form	Class	cc.mallet.classify.evaluate	Mallet
GraphItem	Holds data for a point on a graphConstructor SummaryGraphItem(java.	Class	cc.mallet.classify.evaluate	Mallet
MaxEnt	Maximum Entropy (AKA Multivariate Logistic Regression) classifier.	Class	cc.mallet.classify	Mallet
MaxEntFLGEConstraints	Abstract expectation constraint for use with Generalized Expectation (GE).	Class	cc.mallet.classify.constraints.ge	Mallet
MaxEntFLPRConstraints	Abstract expectation constraint for use with Posterior Regularization (PR).	Class	cc.mallet.classify.constraints.pr	Mallet
MaxEntGEConstraint	Interface for expectation constraints for use with Generalized Expectation (GE).	Interface	cc.mallet.classify.constraints.ge	Mallet
MaxEntGERangeTrainer	Training of MaxEnt models with labeled features using Generalized Expectation Criteria.	Class	cc.mallet.classify	Mallet
MaxEntGETrainer	Training of MaxEnt models with labeled features using Generalized Expectation Criteria.	Class	cc.mallet.classify	Mallet
MaxEntKLFLGEConstraints	Expectation constraint for use with GE.	Class	cc.mallet.classify.constraints.ge	Mallet
MaxEntL1Trainer		Class	cc.mallet.classify	Mallet
MaxEntL2FLGEConstraints	Expectation constraint for use with GE.	Class	cc.mallet.classify.constraints.ge	Mallet
MaxEntL2FLPRConstraints	Expectation constraint for use with Posterior Regularization (PR).	Class	cc.mallet.classify.constraints.pr	Mallet
MaxEntOptimizableByGE	Nested Class SummaryNested classes/interfaces inherited from interface cc.	Class	cc.mallet.classify	Mallet
MaxEntOptimizableByLabelDistribution	Nested Class SummaryNested classes/interfaces inherited from interface cc.	Class	cc.mallet.classify	Mallet
MaxEntOptimizableByLabelLikelihood	Nested Class SummaryNested classes/interfaces inherited from interface cc.	Class	cc.mallet.classify	Mallet
MaxEntPRConstraint	Interface for expectation constraints for use with Posterior Regularization (PR).	Interface	cc.mallet.classify.constraints.pr	Mallet
MaxEntPRTrainer	Penalty (soft) version of Posterior Regularization (PR) for training MaxEnt.	Class	cc.mallet.classify	Mallet
MaxEntRangeL2FLGEConstraints	Expectation constraint for use with GE.	Class	cc.mallet.classify.constraints.ge	Mallet
MaxEntTrainer	The trainer for a Maximum Entropy classifier.	Class	cc.mallet.classify	Mallet
MCMaxEnt	Maximum Entropy classifier.	Class	cc.mallet.classify	Mallet
MCMaxEntTrainer	The trainer for a Maximum Entropy classifier.	Class	cc.mallet.classify	Mallet
NaiveBayes	A classifier that classifies instances according to the NaiveBayes method.	Class	cc.mallet.classify	Mallet
NaiveBayesEMTrainer		Class	cc.mallet.classify	Mallet
NaiveBayesTrainer	Class used to generate a NaiveBayes classifier from a set of training data.	Class	cc.mallet.classify	Mallet
NaiveBayesTrainer .Factory	Constructor SummaryNaiveBayesTrainer.	Class	cc.mallet.classify.NaiveBayesTrainer	Mallet
PRAuxClassifier	Auxiliary model (q) for E-step/I-projection in PR training.	Class	cc.mallet.classify	Mallet
PRAuxClassifierOptimizable	Optimizable for training auxiliary model (q) for E-step/I-projection in PR training.	Class	cc.mallet.classify	Mallet
RankMaxEnt	Rank Maximum Entropy classifier.	Class	cc.mallet.classify	Mallet
RankMaxEntTrainer	The trainer for a RankMaxEnt classifier.	Class	cc.mallet.classify	Mallet
SvmLight2Classify	Command line tool for classifying a sequence of instances directly from text input, without creating an instance list.	Class	cc.mallet.classify.tui	Mallet
SvmLight2Vectors	Command line import tool for loading a sequence of instances from an SVMLight feature-value pair file, with one instance	Class	cc.mallet.classify.tui	Mallet
TestClassifiers	Constructor SummaryTestClassifiers(java.	Class	cc.mallet.classify.tests	Mallet
TestMaxEntTrainer	Constructor SummaryTestMaxEntTrainer(java.	Class	cc.mallet.classify.tests	Mallet
TestNaiveBayes	Constructor SummaryTestNaiveBayes(java.	Class	cc.mallet.classify.tests	Mallet
TestStaticParameters		Class	cc.mallet.classify.tests	Mallet
TestStaticParameters .Factory		Class	cc.mallet.classify.tests.TestStaticParameters	Mallet
Text2Classify	Command line tool for classifying a sequence of instances directly from text input, without	Class	cc.mallet.classify.tui	Mallet
Text2Vectors	Convert document files into vectors (a persistent instance list).	Class	cc.mallet.classify.tui	Mallet
Trial	Stores the results of classifying a collection of Instances, and provides many methods for evaluating the results.	Class	cc.mallet.classify	Mallet
Vectors2Classify	Classify documents, run trials, print statistics from a vector file.	Class	cc.mallet.classify.tui	Mallet
Vectors2FeatureConstraints	Create "feature constraints" from data for use in GE training.	Class	cc.mallet.classify.tui	Mallet
Vectors2Info	Diagnostic facilities for a vector file.	Class	cc.mallet.classify.tui	Mallet
Vectors2Vectors	A command-line tool for manipulating InstanceLists.	Class	cc.mallet.classify.tui	Mallet
Winnow	Classification methods of Winnow2 algorithm.	Class	cc.mallet.classify	Mallet
WinnowTrainer	An implementation of the training methods of a Winnow2 on-line classifier.	Class	cc.mallet.classify	Mallet

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