public Class HitHistogram

Class Inheritance

extends Object
implements MapDataVisualization

All Implemented Interfaces

Imports

Computes the hit histogram. Each bin will contain the number of data for which the corresponding neuron is the best matching unit.

Field Summary

Modifier and Type	Field and Description
private final DistanceMeasure	distance Distance.
private final boolean	normalizeCount Whether to compute relative bin counts.

Access	Constructor and Description
public	HitHistogram(boolean Whether to compute relative bin counts. If `true`, the data count in each bin will be divided by the total number of samples. normalizeCount, DistanceMeasure Distance. distance)

Modifier and Type	Method and Description
public double[][]	computeImage(NeuronSquareMesh2D Map. map, Iterable<double[]> Data. data) Implements org.apache.commons.math3.ml.neuralnet.twod.util.MapDataVisualization.computeImage. Creates an image of the `data` metrics when represented by the `map`.

Inherited from java.lang.Object:: clone equals finalize getClass hashCode notify notifyAll toString wait wait wait

distance	back to summary
private final DistanceMeasure distance Distance.

normalizeCount	back to summary
private final boolean normalizeCount Whether to compute relative bin counts.

HitHistogram	back to summary
public HitHistogram(boolean normalizeCount, DistanceMeasure distance) Parameters normalizeCount:boolean Whether to compute relative bin counts. If `true`, the data count in each bin will be divided by the total number of samples. distance:DistanceMeasure Distance.

computeImage back to summary

computeImage	back to summary
public double[][] computeImage(NeuronSquareMesh2D map, Iterable<double[]> data) Implements org.apache.commons.math3.ml.neuralnet.twod.util.MapDataVisualization.computeImage. Doc from org.apache.commons.math3.ml.neuralnet.twod.util.MapDataVisualization.computeImage. Creates an image of the `data` metrics when represented by the `map`. Parameters map:NeuronSquareMesh2D Map. data:Iterable<double[]> Data. Returns:double[][] a 2D-array (in row major order) representing the metrics.

public double[][] computeImage(NeuronSquareMesh2D map, Iterable<double[]> data)

Creates an image of the data metrics when represented by the map.

Parameters

Returns:double[][]

a 2D-array (in row major order) representing the metrics.