[Retracted] Intelligent Forecasting of Air Quality and Pollution Prediction Using Machine Learning

Table 6

(a) Comparison in terms of MAPE

Proposed models	Present MAPE	Existing models	Existing MAPE
LR	2.69	L-SVM	41.8
RF	1.94	BT	44.4
KNN	2.40	CGM	15.0
RL	2.69	NN	40.7
Xgb	0.40
Adab	0.45

(b) Comparison in terms of MAPE

Proposed models	Present MAPE	Existing MAPE
LR	2.69	3.57
RF	1.94
KNN	2.40
RL	2.69	4.87
Xgb	0.40
Adab	0.45

(c) Comparison in terms of MAPE

Proposed models	Present MAPE	Existing model	Existing MAPE
LR	2.69	Spatial ensemble model	5.70
RF	1.94		13.90
KNN	2.40		28.78
RL	2.69		9.80
Xgb	0.40
Adab	2.55