ScalingMethod Enumeration

Enumerates the ways to scale the columns in a Principal Component Analysis.

Definition

Namespace: Numerics.NET.Statistics.Multivariate
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.3

public enum ScalingMethod

Visual Basic

Public Enumeration ScalingMethod

C++/CLI

public enum class ScalingMethod

type ScalingMethod

None	0	No scaling is performed.
UnitVariance	1	The columns are scaled to have unit variance.
VectorNorm	2	The columns are scaled to have unit norm.
Pareto	3	The columns are scaled by the square root of the standard deviation.
Range	4	The columns are scaled to have unit range (difference between largest and smallest value). If the data is centered, the columns are scaled to be between -1 and 1.
Level	5	The columns are scaled by the column mean.
MaxNorm	6	The columns are scaled so that the largest value equals 1. If the data is centered, the columns are scaled so that the largest absolute value equals 1.