smile.classification

Class RandomForest.Model

java.lang.Object

smile.classification.RandomForest.Model

All Implemented Interfaces:

java.io.Serializable

Enclosing class:

RandomForest

public static class RandomForest.Model
extends java.lang.Object
implements java.io.Serializable

The base model.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
ClassificationMetrics	metrics The performance metrics on out-of-bag samples.
DecisionTree	tree The decision tree.
double	weight The weight of tree, which can be used when aggregating tree votes.

Method Summary

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

tree

public final DecisionTree tree

The decision tree.

metrics

public final ClassificationMetrics metrics

The performance metrics on out-of-bag samples.

weight

public final double weight

The weight of tree, which can be used when aggregating tree votes.