GENDIS: GENetic DIscovery of Shapelets

13 Sep 2019Gilles VandewieleFemke OngenaeFilip De Turck

In the time series classification domain, shapelets are small time series that are discriminative for a certain class. It has been shown that classifiers are able to achieve state-of-the-art results on a plethora of datasets by taking as input distances from the input time series to different discriminative shapelets... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK LEADERBOARD
Outlier Detection ECG5000 GENDIS Accuracy 0.94 # 3

Methods used in the Paper


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