sklearn.metrics.pairwise.distance_metrics¶
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sklearn.metrics.pairwise.distance_metrics()[source]¶ Valid metrics for pairwise_distances.
This function simply returns the valid pairwise distance metrics. It exists to allow for a description of the mapping for each of the valid strings.
The valid distance metrics, and the function they map to, are:
metric Function ‘cityblock’ metrics.pairwise.manhattan_distances ‘cosine’ metrics.pairwise.cosine_distances ‘euclidean’ metrics.pairwise.euclidean_distances ‘haversine’ metrics.pairwise.haversine_distances ‘l1’ metrics.pairwise.manhattan_distances ‘l2’ metrics.pairwise.euclidean_distances ‘manhattan’ metrics.pairwise.manhattan_distances Read more in the User Guide.