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Showing content from http://accord-framework.net/docs/html/T_Accord_MachineLearning_ICovariantTransform_2.htm below:

ICovariantTransformTInput, TOutput Interface

Common interface for data transformation algorithms. Examples of transformations include

classifiers

,

regressions

and other machine learning techniques.

Namespace:  Accord.MachineLearning
Assembly:

Accord (in Accord.dll) Version: 3.8.0

Syntax 
public interface ICovariantTransform<in TInput, out TOutput> : ITransform

Public Interface ICovariantTransform(Of In TInput, Out TOutput)
	Inherits ITransform
Type Parameters
TInput
The type for the output data that enters in the model. Default is double[].
TOutput
The type for the input data that exits from the model. Default is double[].

The ICovariantTransformTInput, TOutput type exposes the following members.

Properties Methods   Name Description Transform(TInput)

Applies the transformation to an input, producing an associated output.

Transform(TInput)

Applies the transformation to a set of input vectors, producing an associated set of output vectors.

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