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Comparison results of the proposed method over other state-of-the-art methods using the WISDM dataset.
| Methods | Accuracy (%) |
|---|---|
| Star with learning [55] | 71.20 |
| Impersonal Smartphone-based Activity Recognition (ISAR) [56] | 75.21 |
| Ignatov’s Convolutional Neural Network (CNN) [57] | 93.32 |
| Proposed Work | 95.37 |
Bold letters for Proposed Method Recognition Accuracy of WISDM dataset.
