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

## Class UnifiedDistanceMatrix

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

- All Implemented Interfaces:
    MapVisualization

      public class UnifiedDistanceMatrix
      extends Object
      implements MapVisualization

  U-Matrix visualization of high-dimensional data projection.
  Since:
    3.6

- - ### Constructor Summary

    Constructors
    Constructor and Description
    `UnifiedDistanceMatrix(boolean individualDistances, DistanceMeasure distance)` Simple constructor.

  - ### Method Summary

    Methods
    Modifier and Type | Method and Description
    --- | ---
    `double[][]` | `computeImage(NeuronSquareMesh2D map)` Creates an image of the `map`.

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

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

- - ### Constructor Detail

    - #### UnifiedDistanceMatrix

          public UnifiedDistanceMatrix(boolean individualDistances,
                               DistanceMeasure distance)

      Simple constructor.
      Parameters:
        `individualDistances` - If `true`, the 8 individual inter-units distances will be `computed`. They will be stored in additional pixels around each of the original units of the 2D-map. The additional pixels that lie along a "diagonal" are shared by two pairs of units: their value will be set to the average distance between the units belonging to each of the pairs. The value zero will be stored in the pixel corresponding to the location of a unit of the 2D-map.
        If `false`, only the average distance between a unit and all its neighbours will be computed (and stored in the pixel corresponding to that unit of the 2D-map). In that case, the number of neighbours taken into account depends on the network's `neighbourhood type`.
        `distance` - Distance.

  - ### Method Detail

    - #### computeImage

          public double[][] computeImage(NeuronSquareMesh2D map)

      Creates an image of the `map`.
      Specified by:
        `computeImage` in interface `MapVisualization`
      Parameters:
        `map` - Map.
      Returns:
        a 2D-array (in row major order) representing the property.

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