Class DtwDistance
Calculates the distance between two vector sequences using Dynamic Time Warping
Inheritance
System.Object
DtwDistance
Implements
IDistance<System.Double[][]>
Namespace: SigStat.Common.Algorithms.Distances
Assembly: SigStat.Common.dll
Syntax
public class DtwDistance : object, IDistance<double[][]>Remarks
Based on: Abdullah Mueen, Eamonn J. Keogh: Extracting Optimal Performance from Dynamic Time Warping.KDD 2016: 2129-2130
Constructors
| Improve this Doc View SourceDtwDistance(IDistance<Double[]>)
Initializes a new instance of the DtwDistance class with default settings
Declaration
public DtwDistance(IDistance<double[]> localDistance = null)Parameters
| Type | Name | Description |
|---|---|---|
| IDistance<System.Double[]> | localDistance | The distance function used to calculate the distance between two individual points of the squences. Set the parameter to 'null' to use the default EuclideanDistance |
Properties
| Improve this Doc View SourceLocalDistance
The local distance function to use, when calculating the distance between two sueqence-points. Default is EuclideanDistance
Declaration
public IDistance<double[]> LocalDistance { get; set; }Property Value
| Type | Description |
|---|---|
| IDistance<System.Double[]> |
Methods
| Improve this Doc View SourceCalculate(Double[][], Double[][])
Calculates the distance between the two parameters
Declaration
public double Calculate(double[][] p1, double[][] p2)Parameters
| Type | Name | Description |
|---|---|---|
| System.Double[][] | p1 | |
| System.Double[][] | p2 |
Returns
| Type | Description |
|---|---|
| System.Double |