Benchmark multi-model/multi-view models.
Note
This page is a reference documentation. It only explains the function signature, and not how to use it. Please refer to the gallery for the big picture.
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mmbench.clustering.ts_clustering(X, max_clusters=10, area=None)[source]ΒΆ Time series clustering.
- Parameters
X : array (N, t)
the input time series.
max_clusters : int, default 10
the maximum number of clusters.
area : array (N, ), default None
if set, use the area and start-end of each time serie.
- Returns
labels : array (N, )
the generated labels.
n_cluster : int
the number of clusters.
scores : array (max_clusters, )
the model selection scores.
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