ClassicalMultidimensionalScalingAnalyze Method

Executes a metric multidimensional scaling analysis.

Definition

Namespace: Novacta.Analytics
Assembly: Novacta.Analytics (in Novacta.Analytics.dll) Version: 2.1.0+428f3840cfab98dda567bb0ed350b302533e273a

C#

public static ClassicalMultidimensionalScaling Analyze(
	DoubleMatrix proximities,
	int? configurationDimension = null
)

VB

Public Shared Function Analyze ( 
	proximities As DoubleMatrix,
	Optional configurationDimension As Integer? = Nothing
) As ClassicalMultidimensionalScaling

C++

public:
static ClassicalMultidimensionalScaling^ Analyze(
	DoubleMatrix^ proximities, 
	Nullable<int> configurationDimension = nullptr
)

F#

static member Analyze : 
        proximities : DoubleMatrix * 
        ?configurationDimension : Nullable<int> 
(* Defaults:
        let _configurationDimension = defaultArg configurationDimension null
*)
-> ClassicalMultidimensionalScaling

Parameters

proximities DoubleMatrix: The matrix of proximities.
configurationDimension NullableInt32 (Optional): The dimension of the configuration of points in the target space. Defaults to null, meaning that the dimension of the configuration is automatically selected.

Return Value

ClassicalMultidimensionalScaling
A ClassicalMultidimensionalScaling instance representing the results of the specified analysis.

Remarks

Exceptions

ArgumentNullException	proximities is null.
ArgumentException	proximities is not symmetric -or- The transformed proximities matrix has no positive eigenvalues (see ClassicalMultidimensionalScaling remarks).
ArgumentOutOfRangeException	configurationDimension is less than 1 -or- configurationDimension is greater than the number of rows in proximities -or- configurationDimension is greater than the number of positive eigenvalues of the transformed proximities matrix (see ClassicalMultidimensionalScaling remarks).