no code implementations • 9 May 2021 • Matthew Middlehurst, James Large, Gavin Cawley, Anthony Bagnall
We demonstrate that the temporal dictionary ensemble (TDE) is more accurate than other dictionary based approaches.
1 code implementation • 25 Sep 2018 • Jacques Wainer, Gavin Cawley
The usual approach is to apply a nested cross-validation procedure; hyperparameter selection is performed in the inner cross-validation, while the outer cross-validation computes an unbiased estimate of the expected accuracy of the algorithm \emph{with cross-validation based hyperparameter tuning}.