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Detector

ClusterSegmenter

Cluster-based Time Series Segmentation.

time series segmentation using clustering is simple task. This detector segments time series data into distinct segments based on similarity, identified using the chosen clustering algorithm.

Quickstart

python
from sktime.detection.clust import ClusterSegmenter

estimator = ClusterSegmenter(clusterer=None)

Tags

Capabilities

  • Multivariate: Not supported
  • Missing values: Not supported

Properties

Tasktask
segmentation
Learning typelearning_type
unsupervised

Parameters(1)

clusterersklearn.cluster
The instance of clustering algorithm used for segmentation.