Hierarchy For Package smile.classification

Package Hierarchies:

• All Packages

Class Hierarchy

• java.lang.Object
  • smile.classification.AbstractClassifier<T> (implements smile.classification.Classifier<T>)
    • smile.classification.AdaBoost (implements smile.classification.DataFrameClassifier, smile.feature.importance.TreeSHAP)
    • smile.classification.DiscreteNaiveBayes
    • smile.classification.FLD
    • smile.classification.GradientTreeBoost (implements smile.classification.DataFrameClassifier, smile.feature.importance.SHAP<T>)
    • smile.classification.KNN<T>
    • smile.classification.LDA
    • smile.classification.LogisticRegression
      • smile.classification.LogisticRegression.Binomial
      • smile.classification.LogisticRegression.Multinomial
    • smile.classification.Maxent
      • smile.classification.Maxent.Binomial
      • smile.classification.Maxent.Multinomial
    • smile.classification.NaiveBayes
    • smile.classification.OneVersusOne<T>
    • smile.classification.OneVersusRest<T>
    • smile.classification.QDA
      • smile.classification.RDA
    • smile.classification.RandomForest (implements smile.classification.DataFrameClassifier, smile.feature.importance.TreeSHAP)
    • smile.classification.RBFNetwork<T>
    • smile.classification.SparseLogisticRegression
      • smile.classification.SparseLogisticRegression.Binomial
      • smile.classification.SparseLogisticRegression.Multinomial
  • smile.base.cart.CART (implements java.io.Serializable, smile.feature.importance.SHAP<T>)
    • smile.classification.DecisionTree (implements smile.classification.Classifier<T>, smile.classification.DataFrameClassifier)
  • smile.classification.ClassLabels (implements java.io.Serializable)
  • 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.base.mlp.MultilayerPerceptron (implements java.io.Serializable)
    • smile.classification.MLP (implements smile.classification.Classifier<T>, java.io.Serializable)
  • smile.classification.PlattScaling (implements java.io.Serializable)
  • smile.classification.RandomForest.Model (implements java.io.Serializable)

Interface Hierarchy

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

Enum Class Hierarchy

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