Research Article
Human Activity Recognition Based on the Hierarchical Feature Selection and Classification Framework
Table 3
Activity classifier accuracy test.
| | Classifiers | Activities recognition accuracy rate (%) | Classifier average
accuracy (%) | | WF | WL | WR | WU | WD | RU | JU | ST | SI | SL |
| | Classifier 1 | 98.3 | 97.1 | 97.1 | 100 | 98.2 | | Classifier 2 | 98.1 | 99.1 | — | — | — | — | — | 98.6 | | Classifier 3 | 98.6 | 97.1 | 95.7 | — | — | — | — | — | — | — | 97.1 | | Classifier 4 | — | — | — | 97.1 | 97.1 | — | — | — | — | — | 97.1 | | Classifier 5 | — | — | — | — | — | — | — | 98.6 | 97.1 | 98.6 | 98.1 |
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