C# Class Clusterizator.Krab.KrabClusterization

KRAB clusterization class.

Inheritance: IClusterizator

Show file Open project: intervals-mining-lab/libiada-core Class Usage Examples

Public Methods

Method	Description
Cluster ( int clustersCount, double data ) : int[]	Clusterization method for given groups number.
KrabClusterization ( double powerWeight, double normalizedDistanceWeight, double distanceWeight ) : System.Collections.Generic	Initializes a new instance of the KrabClusterization class.

Private Methods

Method	Description
ChooseDivision ( int clusters, int position, GraphManager currentManager ) : void	Recursive method for finding optimal division of graph into clusters (groups).

Method Details

Cluster() public method

Clusterization method for given groups number.

public Cluster ( int clustersCount, double data ) : int[]
clustersCount	int	/// Groups count. ///
data	double	/// Characteristics values for every object. /// First dimension represents objects. /// Second Dimension represents characteristics. ///
return	int[]

KrabClusterization() public method

Initializes a new instance of the KrabClusterization class.

public KrabClusterization ( double powerWeight, double normalizedDistanceWeight, double distanceWeight ) : System.Collections.Generic
powerWeight	double	/// The power weight. ///
normalizedDistanceWeight	double	/// The normalized distance weight. ///
distanceWeight	double	/// The distance weight. ///
return	System.Collections.Generic