Hierarchy For All Packages

Package Hierarchies:

• de.jungblut.classification.eval,
• de.jungblut.online.bayes,
• de.jungblut.online.minimizer,
• de.jungblut.online.ml,
• de.jungblut.online.regression,
• de.jungblut.online.regression.multinomial,
• de.jungblut.online.regularization

Class Hierarchy

• java.lang.Object
  • de.jungblut.online.ml.AbstractOnlineLearner<M> (implements de.jungblut.online.ml.OnlineLearner<M>)
    • de.jungblut.online.ml.AbstractMinimizingOnlineLearner<M>
      • de.jungblut.online.regression.RegressionLearner
    • de.jungblut.online.regression.multinomial.MultinomialRegressionLearner
    • de.jungblut.online.bayes.NaiveBayesLearner
  • de.jungblut.classification.AbstractPredictor (implements de.jungblut.classification.Predictor)
    • de.jungblut.online.bayes.BayesianClassifier
    • de.jungblut.online.regression.multinomial.MultinomialRegressionClassifier
    • de.jungblut.online.regression.RegressionClassifier
  • de.jungblut.online.bayes.BayesianProbabilityModel (implements de.jungblut.online.ml.Model)
  • de.jungblut.online.regularization.CostWeightTuple
  • de.jungblut.classification.eval.ErrorCountingCallback (implements de.jungblut.online.minimizer.IterationFinishedCallback, de.jungblut.online.minimizer.PassFinishedCallback)
  • de.jungblut.online.regularization.GradientDescentUpdater (implements de.jungblut.online.regularization.WeightUpdater)
    • de.jungblut.online.regularization.AdaptiveFTRLRegularizer
    • de.jungblut.online.regularization.L1Regularizer
    • de.jungblut.online.regularization.L2Regularizer
  • de.jungblut.online.regression.multinomial.MultinomialRegressionModel (implements de.jungblut.online.ml.Model)
  • de.jungblut.online.regression.RegressionModel (implements de.jungblut.online.ml.Model)
  • de.jungblut.classification.eval.RegressionValidationCallback (implements de.jungblut.online.minimizer.PassFinishedCallback, de.jungblut.online.minimizer.ValidationFinishedCallback)
  • de.jungblut.online.minimizer.StochasticGradientDescent (implements de.jungblut.online.minimizer.StochasticMinimizer)
  • de.jungblut.online.minimizer.StochasticGradientDescent.StochasticGradientDescentBuilder

Interface Hierarchy

• de.jungblut.online.minimizer.IterationFinishedCallback
• de.jungblut.online.ml.Model
• de.jungblut.online.ml.OnlineLearner<M>
• de.jungblut.online.minimizer.PassFinishedCallback
• de.jungblut.online.minimizer.StochasticCostFunction
• de.jungblut.online.minimizer.StochasticMinimizer
• de.jungblut.online.minimizer.ValidationFinishedCallback
• de.jungblut.online.regularization.WeightUpdater