Hierarchy For Package smile.classification

Package Hierarchies:

• All Packages

Class Hierarchy

• java.lang.Object
  • smile.classification.AdaBoost (implements smile.classification.DataFrameClassifier, smile.classification.SoftClassifier<T>)
  • smile.base.cart.CART
    • smile.classification.DecisionTree (implements smile.classification.DataFrameClassifier, smile.classification.SoftClassifier<T>)
  • smile.classification.ClassLabels (implements java.io.Serializable)
  • smile.classification.DiscreteNaiveBayes (implements smile.classification.OnlineClassifier<T>, smile.classification.SoftClassifier<T>)
  • smile.classification.FLD (implements smile.classification.Classifier<T>, smile.projection.Projection<T>)
  • smile.classification.GradientTreeBoost (implements smile.classification.DataFrameClassifier, smile.classification.SoftClassifier<T>)
  • smile.classification.IsotonicRegressionScaling (implements java.io.Serializable)
  • smile.base.svm.KernelMachine<T> (implements java.io.Serializable)
    • smile.classification.SVM<T> (implements smile.classification.Classifier<T>)
  • smile.classification.KNN<T> (implements smile.classification.SoftClassifier<T>)
  • smile.classification.LDA (implements smile.classification.SoftClassifier<T>)
  • smile.classification.LogisticRegression (implements smile.classification.OnlineClassifier<T>, smile.classification.SoftClassifier<T>)
  • smile.classification.Maxent (implements smile.classification.OnlineClassifier<T>, smile.classification.SoftClassifier<T>)
  • smile.base.mlp.MultilayerPerceptron
    • smile.classification.MLP (implements smile.classification.OnlineClassifier<T>, java.io.Serializable, smile.classification.SoftClassifier<T>)
  • smile.classification.NaiveBayes (implements smile.classification.SoftClassifier<T>)
  • smile.classification.OneVersusOne<T> (implements smile.classification.SoftClassifier<T>)
  • smile.classification.OneVersusRest<T> (implements smile.classification.SoftClassifier<T>)
  • smile.classification.PlattScaling (implements java.io.Serializable)
  • smile.classification.QDA (implements smile.classification.SoftClassifier<T>)
    • smile.classification.RDA
  • smile.classification.RandomForest (implements smile.classification.DataFrameClassifier, smile.classification.SoftClassifier<T>)
  • smile.classification.RBFNetwork<T> (implements smile.classification.Classifier<T>)

Interface Hierarchy

• smile.classification.DataFrameClassifier
• java.io.Serializable
  • smile.classification.Classifier<T> (also extends java.util.function.ToDoubleFunction<T>, java.util.function.ToIntFunction<T>)
    • smile.classification.OnlineClassifier<T>
    • smile.classification.SoftClassifier<T>
• java.util.function.ToDoubleFunction<T>
  • smile.classification.Classifier<T> (also extends java.io.Serializable, java.util.function.ToIntFunction<T>)
    • smile.classification.OnlineClassifier<T>
    • smile.classification.SoftClassifier<T>
• java.util.function.ToIntFunction<T>
  • smile.classification.Classifier<T> (also extends java.io.Serializable, java.util.function.ToDoubleFunction<T>)
    • smile.classification.OnlineClassifier<T>
    • smile.classification.SoftClassifier<T>

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • smile.classification.DiscreteNaiveBayes.Model