Research Article
Securing the IoT System of Smart City against Cyber Threats Using Deep Learning
Table 5
Experimental results against each dataset.
| Dataset | Classifier | Precision (%) | Recall (%) | F-score (%) | Accuracy (%) |
| Weather | Random forest | 99 | 99 | 99 | 99.3 | Thermostat | Voting classifier | 99.8 | 99.8 | 98.9 | 99.7 | GPS tracker | Voting classifier | 99.8 | 99.8 | 98.9 | 99.7 | Garage door | Voting classifier | 99.8 | 99.8 | 98.9 | 99.7 | Modbus | Voting classifier | 99.8 | 99.8 | 98.9 | 99.7 | Motion light | Random forest | 98 | 98 | 97 | 97.7 |
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