Table 21.

ANN performance and configuration for PCA = None.

ANN
Dataset	Score	Configuration
		AF	LC	Scaling
Heart	81%	Tanh	[100, 100, 100]	Std
Virus	99%	Tanh	[100, 100, 100]	Std
Sonar	84%	ReLU	[50]	Std
Peugeot_Target 14	99%	ReLU	[500]	Std
Peugeot_Target 15	99%	Tanh	[300, 200, 100, 50]	Std
EnviroCar	0.99	Tanh	[50]	MinMax
AQI	0.86	ReLU	[300,200,100,50]	MinMax

Activation Function (AF), Layer Configuration (LC).