Avoid common mistakes on your manuscript.
In this article, Tables 1 and 23 contains errors, using information and results from an incorrectly processed version of the Covid3Month_disc, FloodModeling1_disc, FloodModeling2_disc and FloodModeling3_disc datasets. Other tables, figures and text mentioning these datasets use the correct version.
The “Test size” column in Table 1 should report 61 for Covid3Month_disc, 202 for FloodModeling1_disc, 201 for FloodModeling2_disc and 184 for FloodModeling3_disc.
The correct values for Table 23 on the 4 datasets are available below and on the accompanying webpage alongside other results files (https://tsml-eval.readthedocs.io/en/stable/publications/2023/tsc_bakeoff/tsc_bakeoff_2023.html).
MR-H | HC2 | RDST | QUANT | FP | H-IT | W 2.0 | PF | 1NN-DTW | |
|---|---|---|---|---|---|---|---|---|---|
Covid3Month_disc | 0.6087 | 0.6552 | 0.6530 | 0.6148 | 0.6191 | 0.4694 | 0.6098 | 0.6033 | 0.5585 |
FloodModeling1_disc | 0.9353 | 0.8723 | 0.8695 | 0.9449 | 0.9495 | 0.9206 | 0.7992 | 0.9332 | 0.8848 |
FloodModeling2_disc | 0.9765 | 0.9342 | 0.9323 | 0.9781 | 0.9720 | 0.9650 | 0.9317 | 0.9657 | 0.9605 |
FloodModeling3_disc | 0.9094 | 0.8002 | 0.8208 | 0.9270 | 0.9418 | 0.8851 | 0.7172 | 0.9060 | 0.8639 |
Credit to Angus Dempster for alerting the authors to this discrepancy.
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Middlehurst, M., Schäfer, P. & Bagnall, A. Correction: Bake off redux: a review and experimental evaluation of recent time series classification algorithms. Data Min Knowl Disc (2024). https://doi.org/10.1007/s10618-024-01040-z
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DOI: https://doi.org/10.1007/s10618-024-01040-z