Table 6 Summary of the difference between estimated and observed test accuracy for HC2 and its components
From: HIVE-COTE 2.0: a new meta ensemble for time series classification
Classifier | Mean (%) | Median (%) | Min (%) | Max (%) | MSE (%) |
|---|---|---|---|---|---|
DrCIF | − 2.15 | − 0.93 | − 46.78 | 9.64 | 0.40 |
Arsenal | − 1.17 | − 0.40 | − 23.13 | 9.23 | 0.15 |
STC | 1.24 | 0.78 | − 55.54 | 26.88 | 0.86 |
TDE | − 1.14 | − 0.77 | − 18.89 | 10.02 | 0.14 |
HC2 | 0.47 | 0.11 | − 19.81 | 19.17 | 0.13 |