catch22: CAnonical Time-series CHaracteristics (2019)

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What's this paper about?

• 22 most important time series features derived from 4791 features of hctsa library.
• The features can be used for time series classification, visualization, forecasting, and anomaly detection.

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Feature selection process

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22 Features selected by the process