QuantizationError (Apache Commons Math 3.6.1 API)

org.apache.commons.math3.ml.neuralnet.twod.util

## Class QuantizationError

- java.lang.Object
- - org.apache.commons.math3.ml.neuralnet.twod.util.QuantizationError

- All Implemented Interfaces:
    MapDataVisualization

      public class QuantizationError
      extends Object
      implements MapDataVisualization

  Computes the quantization error histogram. Each bin will contain the average of the distances between samples mapped to the corresponding unit and the weight vector of that unit.
  Since:
    3.6

- - ### Constructor Summary

    Constructors
    Constructor and Description
    `QuantizationError(DistanceMeasure distance)`

  - ### Method Summary

    Methods
    Modifier and Type | Method and Description
    --- | ---
    `double[][]` | `computeImage(NeuronSquareMesh2D map, Iterable<double[]> data)` Creates an image of the `data` metrics when represented by the `map`.

    - ### Methods inherited from class java.lang.Object

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

- - ### Constructor Detail

    - #### QuantizationError

          public QuantizationError(DistanceMeasure distance)

      Parameters:
        `distance` - Distance.

  - ### Method Detail

    - #### computeImage

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

      Creates an image of the `data` metrics when represented by the `map`.
      Specified by:
        `computeImage` in interface `MapDataVisualization`
      Parameters:
        `map` - Map.
        `data` - Data.
      Returns:
        a 2D-array (in row major order) representing the metrics.

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