INNER CODE UNIT · Python

cluster_visualizer_multidim

annoviko/pyclustering · pyclustering/cluster/__init__.py:58

class cluster_visualizer_multidim:
    """!
    @brief Visualizer for cluster in multi-dimensional data.
    @details Multi-dimensional cluster visualizer is useful data whose dimension is greater than three, but it
              is able to visualize data with any dimensions. The multidimensional visualizer helps to overcome
              'cluster_visualizer' shortcoming - an ability to display clusters in 1D, 2D or 3D dimensional data
              space only.

        Example of clustering results visualization where `Iris` is used:
        @code
            from pyclustering.utils import read_sample
            from pyclustering.samples.definitions import FAMOUS_SAMPLES
            from pyclustering.cluster import cluster_visualizer_multidim
            from pyclustering.cluster.center_initializer import kmeans_plusplus_initializer
            from pyclustering.cluster.xmeans import xmeans

            # load 4D data sample 'Iris'
            sample_4d = read_sample(FAMOUS_SAMPLES.SAMPLE_IRIS)

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