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 AccuracyTraining and Running Time
dailyhourlydailyhourly

Logistic Regression0.64650.47450.1233s0.067s
SVM0.65700.534210.9212s0.023s
MLP0.65580.54790.1442s0.021s
Random Forest0.90700.93150.1419s0.025s