Uses of Class
org.apache.mahout.classifier.AbstractVectorClassifier

Packages that use AbstractVectorClassifier
org.apache.mahout.classifier.naivebayes   
org.apache.mahout.classifier.sgd Implements a variety of on-line logistric regression classifiers using SGD-based algorithms. 
org.apache.mahout.clustering.classify   
 

Uses of AbstractVectorClassifier in org.apache.mahout.classifier.naivebayes
 

Subclasses of AbstractVectorClassifier in org.apache.mahout.classifier.naivebayes
 class AbstractNaiveBayesClassifier
          Class implementing the Naive Bayes Classifier Algorithm.
 class ComplementaryNaiveBayesClassifier
          Class implementing the Naive Bayes Classifier Algorithm
 class StandardNaiveBayesClassifier
          Class implementing the Naive Bayes Classifier Algorithm
 

Uses of AbstractVectorClassifier in org.apache.mahout.classifier.sgd
 

Subclasses of AbstractVectorClassifier in org.apache.mahout.classifier.sgd
 class AbstractOnlineLogisticRegression
          Generic definition of a 1 of n logistic regression classifier that returns probabilities in response to a feature vector.
 class CrossFoldLearner
          Does cross-fold validation of log-likelihood and AUC on several online logistic regression models.
 class GradientMachine
          Online gradient machine learner that tries to minimize the label ranking hinge loss.
 class OnlineLogisticRegression
          Extends the basic on-line logistic regression learner with a specific set of learning rate annealing schedules.
 class PassiveAggressive
          Online passive aggressive learner that tries to minimize the label ranking hinge loss.
 

Methods in org.apache.mahout.classifier.sgd with parameters of type AbstractVectorClassifier
 Vector RankingGradient.apply(String groupKey, int actual, Vector instance, AbstractVectorClassifier classifier)
           
 Vector MixedGradient.apply(String groupKey, int actual, Vector instance, AbstractVectorClassifier classifier)
           
 Vector Gradient.apply(String groupKey, int actual, Vector instance, AbstractVectorClassifier classifier)
           
 Vector DefaultGradient.apply(String groupKey, int actual, Vector instance, AbstractVectorClassifier classifier)
          Provides a default gradient computation useful for logistic regression.
 void ModelDissector.update(Vector features, Map<String,Set<Integer>> traceDictionary, AbstractVectorClassifier learner)
          Probes a model to determine the effect of a particular variable.
 

Uses of AbstractVectorClassifier in org.apache.mahout.clustering.classify
 

Subclasses of AbstractVectorClassifier in org.apache.mahout.clustering.classify
 class ClusterClassifier
          This classifier works with any ClusteringPolicy and its associated Clusters.
 



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