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Discrete Dynamics in Nature and Society
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Discrete Dynamics in Nature and Society
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2020
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Article
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Tab 8
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Research Article
Evaluation of Key Parameters Using Deep Convolutional Neural Networks for Airborne Pollution (PM10) Prediction
Table 8
Final ensemble for 1DCNN with one convolutional layer architectures.
Architecture
Activation function
Kernel size
RMSE
MAPE
IOA
R
2
CNN
Linear
2
19.0053
0.2315
0.8805
0.624
5
6
Sigmoid
3
Softplus
2
3