Class BaseMahalanobis
Base Mahalanobis class.
Namespace: ISynergy.Framework.Mathematics.Distances.Base
Assembly: ISynergy.Framework.Mathematics.dll
Syntax
public abstract class BaseMahalanobis : object, IMetric<double[]>, IDistance<double[]>, IDistance<double[], double[]>Constructors
View SourceBaseMahalanobis()
Empty constructor.
Declaration
protected BaseMahalanobis()BaseMahalanobis(CholeskyDecomposition)
Initializes a new instance of the Mahalanobis class.
Declaration
protected BaseMahalanobis(CholeskyDecomposition chol)Parameters
| Type | Name | Description |
|---|---|---|
| CholeskyDecomposition | chol | A Cholesky decomposition of the covariance matrix. |
BaseMahalanobis(SingularValueDecomposition)
Initializes a new instance of the Mahalanobis class.
Declaration
protected BaseMahalanobis(SingularValueDecomposition svd)Parameters
| Type | Name | Description |
|---|---|---|
| SingularValueDecomposition | svd | A Singular Value decomposition of the covariance matrix. |
BaseMahalanobis(Double[,])
Initializes a new instance of the Mahalanobis class.
Declaration
protected BaseMahalanobis(double[, ] precision)Parameters
| Type | Name | Description |
|---|---|---|
| System.Double[,] | precision | The precision matrix (the inverse of the covariance matrix). |
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 virtual 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 |
Implements
ICloneable