Object description that used by OPTICS algorithm for cluster analysis. More...
Public Member Functions | |
def | __init__ (self, index, core_distance=None, reachability_distance=None) |
Constructor of object description in optics terms. More... | |
def | __repr__ (self) |
Returns string representation of the optics descriptor. | |
Public Attributes | |
index_object | |
Index of object from the input data. More... | |
core_distance | |
Core distance - the smallest distance to reach specified number of neighbors that is not greater then connectivity radius. More... | |
reachability_distance | |
Reachability distance - the smallest distance to be reachable by core object. More... | |
processed | |
True is object has been already traversed. More... | |
Object description that used by OPTICS algorithm for cluster analysis.
def pyclustering.cluster.optics.optics_descriptor.__init__ | ( | self, | |
index, | |||
core_distance = None , |
|||
reachability_distance = None |
|||
) |
Constructor of object description in optics terms.
[in] | index | (uint): Index of the object in the data set. |
[in] | core_distance | (double): Core distance that is minimum distance to specified number of neighbors. |
[in] | reachability_distance | (double): Reachability distance to this object. |
pyclustering.cluster.optics.optics_descriptor.core_distance |
Core distance - the smallest distance to reach specified number of neighbors that is not greater then connectivity radius.
Definition at line 267 of file optics.py.
Referenced by pyclustering.cluster.optics.optics_descriptor.__repr__().
pyclustering.cluster.optics.optics_descriptor.index_object |
Index of object from the input data.
Definition at line 264 of file optics.py.
Referenced by pyclustering.cluster.optics.optics_descriptor.__repr__().
pyclustering.cluster.optics.optics_descriptor.processed |
pyclustering.cluster.optics.optics_descriptor.reachability_distance |
Reachability distance - the smallest distance to be reachable by core object.
Definition at line 270 of file optics.py.
Referenced by pyclustering.cluster.optics.optics_descriptor.__repr__().