Gets or sets whether the variables should be standardized before the clustering is computed.
Namespace:
Extreme.Statistics.Multivariate
Assembly:
Extreme.Numerics (in Extreme.Numerics.dll) Version: 8.1.1
public bool Standardize { get; set; }Public Property Standardize As Boolean
Get
Set
public:
property bool Standardize {
bool get ();
void set (bool value);
}member Standardize : bool with get, set
Property Value
Type:
Boolean
The default value for this property is .
When variables are unequally scaled, some variables will make a larger contribution to the distance than others.
This can distort the clustering. To avoid this problem, the variables can be standardized so they all contribute equally
to the distance.
Reference