ClusteringTypes.h

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// ClusteringTypes.h:
// ------------------
//

#ifndef __IPSDKMATH_CLUSTERINGTYPES_H__
#define __IPSDKMATH_CLUSTERINGTYPES_H__

#include <IPSDKUtil/BaseCollections.h>
#include <IPSDKUtil/Tools/EnumMacros.h>
#include <IPSDKMath/LinearAlgebra/LinearAlgebraTypes.h>
#include <boost/shared_ptr.hpp>

namespace ipsdk {
namespace math {
namespace clustering {

class KMeansClustering;
template <typename KernelType>
class KernelKMeansClustering;
template <typename KernelType>
class SpectralClustering;


typedef std::vector<Vector> VectorColl;

IPSDK_ENUM(eValidityIndexType,

    (eVIT_Dunn)

    (eVIT_DaviesBouldin)

    (eVIT_RMSStd)

    (eVIT_RS)

    (eVIT_SD)
)


typedef boost::shared_ptr<KMeansClustering> KMeansClusteringPtr;

typedef boost::shared_ptr<const KMeansClustering> KMeansClusteringConstPtr;


} // end of namespace clustering
} // end of namespace math
} // end of namespace ipsdk

#endif // __IPSDKMATH_CLUSTERINGTYPES_H__