Table 16 Comparison of proposed model with similar studies.

From: Explainable AI analysis for smog rating prediction

Model

Accuracy (%)

Recurrent Neural Networks (RNN)22

81

Linear Regression (LR)30

68

Stochastic Gradient Descent (SGD)30

66

Random Forest Regression (RFR)30

72

Decision Tree Regression (DTR)30

71

Support Vector Regression (SVR)30

70

Seasonal Autoregressive Integrated Moving Average (SARIMA)25

43

Hybrid Artificial Neural Network (Hybrid ANN)31

70–83

XGBoost32

83

Proposed work

86