MachineLearning Class

ILNumerics Ultimate VS Documentation

ILNumerics - Technical Application Development

Machine Learning provides a range of algorithms from supervised to unsupervised learning with a convenient variable parameter list.

[ILNumerics Machine Learning Toolbox]

Inheritance Hierarchy

SystemObject
ILNumerics.ToolboxesMachineLearning

Namespace: ILNumerics.Toolboxes
Assembly: ILNumerics.Toolboxes.MachineLearning (in ILNumerics.Toolboxes.MachineLearning.dll) Version: 5.5.0.0 (5.5.7503.3146)

Syntax

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public static class MachineLearning

Public NotInheritable Class MachineLearning

You do not need to declare an instance of a static class in order to access its members.

The MachineLearning type exposes the following members.

Methods

	Name	Description
	em	Expectation maximization algorithm. [ILNumerics Machine Learning Toolbox]
	kMeansClust	k-means clustering: finds clusters in data matrix X. [ILNumerics Machine Learning Toolbox]
	knn	Searches for k nearest neighbors for every sample in Samples samples. [ILNumerics Machine Learning Toolbox]
	krr(InArrayDouble, InArrayDouble)	Calculates the kernel ridge regression (KRR) of X to Y. [ILNumerics Machine Learning Toolbox]
	krr(InArrayDouble, InArrayDouble, KRRTypes, InArrayDouble, InArrayDouble)	Calculates the kernel ridge regression (KRR) of X to Y. [ILNumerics Machine Learning Toolbox]
	pca(InArrayDouble, OutArrayDouble, OutArrayDouble, OutArrayDouble)	Principal Component Analysis (PCA). [ILNumerics Machine Learning Toolbox]
	pca(InArraySingle, OutArraySingle, OutArraySingle, OutArraySingle)	Principal Component Analysis (PCA). [ILNumerics Machine Learning Toolbox]
	ridge_regression	Ordinary least squares regression/ ridge regression. [ILNumerics Machine Learning Toolbox]

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Remarks

[ILNumerics Machine Learning Toolbox]

Reference

ILNumerics.Toolboxes Namespace