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How to use the kmodes.util.decode_centroids function in kmodes

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github nicodv / kmodes / kmodes / kmodes.py View on Github external
def cluster_centroids_(self):
        if hasattr(self, '_enc_cluster_centroids'):
            return decode_centroids(self._enc_cluster_centroids, self._enc_map)
        else:
            raise AttributeError("'{}' object has no attribute 'cluster_centroids_' "
                                 "because the model is not yet fitted.")
github nicodv / kmodes / kmodes / kprototypes.py View on Github external
def cluster_centroids_(self):
        if hasattr(self, '_enc_cluster_centroids'):
            return [
                self._enc_cluster_centroids[0],
                decode_centroids(self._enc_cluster_centroids[1], self._enc_map)
            ]
        else:
            raise AttributeError("'{}' object has no attribute 'cluster_centroids_' "
                                 "because the model is not yet fitted.")

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms for clustering categorical data.

GitHub
MIT
Latest version published 2 years ago

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55 / 100
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