ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

Angus Dempster, François Petitjean, Geoffrey I. Webb

Most methods for time series classification that attain state-of-the-art accuracy have high computational complexity, requiring significant training time even for smaller datasets,…