htmd.projections.kmeanstri.
KMeansTri
(data)¶Bases: object
Class for calculating the Kmeans-triangle projections of a MetricData object
Parameters: | data (MetricData object) – The object whose data we wish to project. |
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Example
>>> tri = KMeansTri(data)
>>> dataproj = tri.project(50)
project
(ndim=None)¶Projects the data object given to the constructor onto ndim dimensions
Parameters: | ndim (int) – The number of dimensions we want to project the data on. |
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Returns: | dataTica – A new MetricData object containing the projected data |
Return type: | MetricData object |
Example
>>> tri = KMeansTri(data)
>>> datatri = tri.project(5)