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César Soto Valero edited this page Mar 4, 2020 · 2 revisions

timeSeriesClassification is a package for facilitating time series classification tasks in Weka.

This package implements the following functionalities:

  • DTWDistance: a distance function based on the dynamic time warping dissimilarity measure, DTW
  • DTWSearch: the nearest neighbors algorithm for the classification of time series, which takes advantage of the Keogh’s lower bound technique in order to reduce the computational cost of the classification with DTW
  • NumerosityReduction: a filter for numerosity reduction of time series, which is an implementation of the "Fast time series classification using numerosity reduction" algorithm for Weka.
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