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