Class InvertedFeature

java.lang.Object

org.tribuo.regression.rtree.impl.InvertedFeature

All Implemented Interfaces:

Comparable<InvertedFeature>

public class InvertedFeature
extends Object
implements Comparable<InvertedFeature>

Internal datastructure for implementing a decision tree.

Represents a single value and feature tuple, with associated arrays for the indicies where that combination occurs.

Indices and values must be inserted in sorted ascending order or everything will break. This code does not check that this invariant is maintained.

Note: this class has a natural ordering that is inconsistent with equals.

Field Summary

Fields

Modifier and Type	Field	Description
final double	value

Constructor Summary

Constructors

Constructor	Description
InvertedFeature(double value, int index)
InvertedFeature(double value, int[] indices)

Method Summary

Modifier and Type	Method	Description
void	add(int index)
int	compareTo(InvertedFeature o)
InvertedFeature	deepCopy()
void	fixSize()
int[]	indices()
com.oracle.labs.mlrg.olcut.util.Pair<InvertedFeature, InvertedFeature>	split(IntArrayContainer allLeftIndices, IntArrayContainer buffer)	Relies upon allLeftIndices being sorted in ascending order.
String	toString()

Methods inherited from class java.lang.Object

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

Field Details

value

public final double value

Constructor Details

InvertedFeature

public InvertedFeature(double value,
 int[] indices)

InvertedFeature

public InvertedFeature(double value,
 int index)

Method Details

add

public void add(int index)

indices

public int[] indices()

fixSize

public void fixSize()

split

public com.oracle.labs.mlrg.olcut.util.Pair<InvertedFeature, InvertedFeature> split(IntArrayContainer allLeftIndices,
 IntArrayContainer buffer)

Relies upon allLeftIndices being sorted in ascending order. Undefined when it's not.

Parameters:

allLeftIndices - The indices of the left branch.

buffer - The buffer to write out the unused indices to.

Returns:

A pair, with the first element the left branch and the second element the right branch.

compareTo

public int compareTo(InvertedFeature o)

Specified by:

compareTo in interface Comparable<InvertedFeature>

toString

public String toString()

Overrides:

toString in class Object

deepCopy

public InvertedFeature deepCopy()