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Table 7 Comparison of Loss Metrics across Different Compared Models

From: Ecosense: a revolution in urban air quality forecasting for smart cities

Model

MSE

MAE

SVR [31]

0.035

0.043

MLP [32]

0.032

0.041

RAQP [34]

0.030

0.039

Vlachogianni [4]

0.033

0.042

LSTM [35]

0.029

0.038

BLSTM [36]

0.027

0.036

SLSTM [37]

0.026

0.035

BlaSt (Proposed)

0.08

0.10

  1. Bold values indicate the efficiency as well as the superior performance of our proposed model
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BMC Research Notes

ISSN: 1756-0500

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