Table 4.
Hand tremor detection algorithms with different classification models | Average accuracy | Average precision | Average recall | Average F1 score |
---|---|---|---|---|
MDC with SVM model (benchmark) | 0.55 | 0.53 | 0.65 | 0.58 |
DIST + MDC with SVM model | 0.56 | 0.53 | 0.67 | 0.59 |
DIST + MDC with LSTM model | 0.80 | 0.79 | 0.79 | 0.79 |
DIST + MDC with CNN-LSTM model | 0.81 | 0.81 | 0.79 | 0.80 |