Struct WeightedSquareEuclidean
Weighted Square-Euclidean distance and similarity. Please note that this distance is not a metric as it doesn't obey the triangle inequality.
Namespace: ISynergy.Framework.Mathematics.Distances
Assembly: ISynergy.Framework.Mathematics.dll
Syntax
public struct WeightedSquareEuclidean : IDistance<double[]>, IDistance<double[], double[]>, ISimilarity<double[]>, ISimilarity<double[], double[]>Constructors
View SourceWeightedSquareEuclidean(Double[])
Initializes a new instance of the WeightedSquareEuclidean struct.
Declaration
public WeightedSquareEuclidean(double[] weights)Parameters
| Type | Name | Description |
|---|---|---|
| System.Double[] | weights | The weights. |
WeightedSquareEuclidean(Int32)
Initializes a new instance of the WeightedSquareEuclidean struct.
Declaration
public WeightedSquareEuclidean(int dimensions)Parameters
| Type | Name | Description |
|---|---|---|
| System.Int32 | dimensions | The number of dimensions (columns) in the dataset. |
Properties
View SourceWeights
Gets or sets the weights for each dimension. Default is a vector of ones.
Declaration
public double[] Weights { get; set; }Property Value
| Type | Description |
|---|---|
| System.Double[] | The weights. |
Methods
View SourceClone()
Creates a new object that is a copy of the current instance.
Declaration
public object Clone()Returns
| Type | Description |
|---|---|
| System.Object | A new object that is a copy of this instance. |
Distance(Double[], Double[])
Computes the distance d(x,y) between points
x and y.
Declaration
public double Distance(double[] x, double[] y)Parameters
| Type | Name | Description |
|---|---|---|
| System.Double[] | x | The first point |
| System.Double[] | y | The second point |
Returns
| Type | Description |
|---|---|
| System.Double | A double-precision value representing the distance |
Similarity(Double[], Double[])
Gets a similarity measure between two points.
Declaration
public double Similarity(double[] x, double[] y)Parameters
| Type | Name | Description |
|---|---|---|
| System.Double[] | x | The first point to be compared. |
| System.Double[] | y | The second point to be compared. |
Returns
| Type | Description |
|---|---|
| System.Double | A similarity measure between x and y. |