Research Article
A New Air Quality Prediction Framework for Airports Developed with a Hybrid Supervised Learning Method
Table 5
Classifier accuracy, training, and testing time.
| Machine learning method | Classification Accuracy | Training and Running Time | daily | hourly | daily | hourly |
| Logistic Regression | 0.6465 | 0.4745 | 0.1233s | 0.067s | SVM | 0.6570 | 0.5342 | 10.9212s | 0.023s | MLP | 0.6558 | 0.5479 | 0.1442s | 0.021s | Random Forest | 0.9070 | 0.9315 | 0.1419s | 0.025s |
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