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| Packages that use OnlineLearner | |
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| 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 |
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| Classes in org.apache.mahout.classifier.mlp that implement OnlineLearner | |
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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 |
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| Classes in org.apache.mahout.classifier.sgd that implement OnlineLearner | |
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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 |
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| Classes in org.apache.mahout.clustering.classify that implement OnlineLearner | |
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ClusterClassifier
This classifier works with any ClusteringPolicy and its associated Clusters. |
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