Uses of Interface
org.apache.mahout.classifier.OnlineLearner

Packages that use OnlineLearner
org.apache.mahout.classifier.mlp   
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 OnlineLearner in org.apache.mahout.classifier.mlp
 

Classes in org.apache.mahout.classifier.mlp that implement OnlineLearner
 class MultilayerPerceptron
          A Multilayer Perceptron (MLP) is a kind of feed-forward artificial neural network, which is a mathematical model inspired by the biological neural network.
 

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

Classes in org.apache.mahout.classifier.sgd that implement OnlineLearner
 class AbstractOnlineLogisticRegression
          Generic definition of a 1 of n logistic regression classifier that returns probabilities in response to a feature vector.
 class AdaptiveLogisticRegression
          This is a meta-learner that maintains a pool of ordinary OnlineLogisticRegression learners.
 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.
 

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

Classes in org.apache.mahout.clustering.classify that implement OnlineLearner
 class ClusterClassifier
          This classifier works with any ClusteringPolicy and its associated Clusters.
 



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