Package smile.regression

Record Class RandomForest.Model

java.lang.Object
java.lang.Record
smile.regression.RandomForest.Model
Record Components:
tree - The regression tree.
metrics - The validation metrics on out-of-bag samples.
All Implemented Interfaces:
Serializable, Comparable<RandomForest.Model>
Enclosing class:
RandomForest
public static record RandomForest.Model(RegressionTree tree, RegressionMetrics metrics) extends Record implements Serializable, Comparable<RandomForest.Model>
The base model.
See Also:

  • Constructor Details

    • Model

      public Model(RegressionTree tree, RegressionMetrics metrics)
      Creates an instance of a Model record class.
      Parameters:
      tree - the value for the tree record component
      metrics - the value for the metrics record component

  • Method Details

    • compareTo

      public int compareTo(RandomForest.Model o)
      Specified by:
      compareTo in interface Comparable<RandomForest.Model>

    • toString

      public final String toString()
      Returns a string representation of this record class. The representation contains the name of the class, followed by the name and value of each of the record components.
      Specified by:
      toString in class Record
      Returns:
      a string representation of this object

    • hashCode

      public final int hashCode()
      Returns a hash code value for this object. The value is derived from the hash code of each of the record components.
      Specified by:
      hashCode in class Record
      Returns:
      a hash code value for this object

    • equals

      public final boolean equals(Object o)
      Indicates whether some other object is "equal to" this one. The objects are equal if the other object is of the same class and if all the record components are equal. All components in this record class are compared with Objects::equals(Object,Object).
      Specified by:
      equals in class Record
      Parameters:
      o - the object with which to compare
      Returns:
      true if this object is the same as the o argument; false otherwise.

    • tree

      public RegressionTree tree()
      Returns the value of the tree record component.
      Returns:
      the value of the tree record component

    • metrics

      public RegressionMetrics metrics()
      Returns the value of the metrics record component.
      Returns:
      the value of the metrics record component