C# Class Accord.Statistics.Kernels.DynamicTimeWarping

Inheritance: IKernel

Public Methods

Method	Description
Clone ( ) : object	Creates a new object that is a copy of the current instance.
Dispose ( ) : void	Performs application-defined tasks associated with freeing, releasing, or resetting unmanaged resources.
Distance ( double x, double y ) : double	Computes the squared distance in feature space between two points given in input space.
DynamicTimeWarping ( int length ) : Accord.Math	Constructs a new Dynamic Time Warping kernel.
DynamicTimeWarping ( int length, double alpha ) : Accord.Math	Constructs a new Dynamic Time Warping kernel.
DynamicTimeWarping ( int length, double alpha, int degree ) : Accord.Math	Constructs a new Dynamic Time Warping kernel.
Function ( double x, double y ) : double	Dynamic Time Warping kernel function.

Method	Description
Dispose ( bool disposing ) : void	Releases unmanaged and - optionally - managed resources

Method	Description
D ( Locals locals, double sequence1, double sequence2 ) : double	Global distance D(X,Y) between two sequences of vectors.
initialize ( ) : void
k ( double x, double y ) : double
onDeserialized ( StreamingContext context ) : void
snorm ( double input ) : double[]	Projects vectors from a sequence of vectors into a hypersphere, augmenting their size in one unit and normalizing them to be unit vectors.

Creates a new object that is a copy of the current instance.

public Clone ( ) : object
return	object

Performs application-defined tasks associated with freeing, releasing, or resetting unmanaged resources.

public Dispose ( ) : void
return	void

Releases unmanaged and - optionally - managed resources

protected Dispose ( bool disposing ) : void
disposing	bool	true to release both managed /// and unmanaged resources; false to release only unmanaged /// resources.
return	void

Computes the squared distance in feature space between two points given in input space.

public Distance ( double x, double y ) : double
x	double	Vector x in input space.
y	double	Vector y in input space.
return	double

Constructs a new Dynamic Time Warping kernel.

public DynamicTimeWarping ( int length ) : Accord.Math
length	int	/// The length of the feature vectors /// contained in each sequence. ///
return	Accord.Math

Constructs a new Dynamic Time Warping kernel.

public DynamicTimeWarping ( int length, double alpha ) : Accord.Math
length	int	/// The length of the feature vectors /// contained in each sequence. ///
alpha	double	/// The hypersphere ratio. Default value is 1. ///
return	Accord.Math

Constructs a new Dynamic Time Warping kernel.

public DynamicTimeWarping ( int length, double alpha, int degree ) : Accord.Math
length	int	/// The length of the feature vectors /// contained in each sequence. ///
alpha	double	/// The hypersphere ratio. Default value is 1. ///
degree	int	/// The degree of the kernel. Default value is 1 (linear kernel). ///
return	Accord.Math

Dynamic Time Warping kernel function.

public Function ( double x, double y ) : double
x	double	Vector x in input space.
y	double	Vector y in input space.
return	double