iCub-main
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Data clustering based on DBSCAN algorithm. More...
#include <clustering.h>
Public Member Functions | |
std::map< size_t, std::set< size_t > > | cluster (const std::vector< yarp::sig::Vector > &data, const yarp::os::Property &options) override |
Cluster the provided data. | |
virtual | ~DBSCAN () |
Virtual destructor. | |
Public Member Functions inherited from iCub::ctrl::Clustering | |
virtual | ~Clustering () |
Virtual destructor. | |
Data clustering based on DBSCAN algorithm.
Definition at line 70 of file clustering.h.
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inlinevirtual |
Virtual destructor.
Definition at line 89 of file clustering.h.
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overridevirtual |
Cluster the provided data.
data | contains points to be clustered. |
options | contains clustering options. The available options are: "epsilon" representing the proximity sensitivity; "minpts" representing the minimum number of neighbours. |
Implements iCub::ctrl::Clustering.
Definition at line 152 of file clustering.cpp.