Table 27.

Results for layer configuration LC = [50] and LC = [500]. We have omitted columns with all zero Dropout values.

Dataset	LC = [50]	Configuration			LC = [500]	Configuration
		AF	PCA	Scaling		AF	PCA	Scaling
Heart	83%	Tanh	30%	Std	84%	Tanh	30%	Std
Virus	98%	ReLU	None	Std	98%	ReLU	None	Std
Sonar	84%	ReLU	None	Std	81%	ReLU	mle	Std
Peugeot_Target 14	98%	ReLU	mle	Std	99%	ReLU	None	Std
Peugeot_Target 15	98%	ReLU	mle	Std	98%	ReLU	None	Std
EnviroCar	0.99	Tanh	mle	MinMax	0.99	ReLU	mle	MinMax
AQI	0.76	Tanh	mle	MinMax	0.78	ReLU	mle	MinMax

Activation Function (AF), Principal Component Analysis (PCA).