Pesticide Residue Screening Using a Novel Artificial Neural Network Combined with a Bioelectric Cellular Biosensor

Table 3

Best ANN models for the pyrethroid group.

	Hidden layers/nodes	Activation functions; (hidden nodes/output node)	Minimization algorithm in backpropagation algorithm
ANN-P1	1-HL/23	Logistic/linear summation	Levenberg-Marquardt
ANN-P2	2-HL/5, 15	Logistic/linear summation	Levenberg-Marquardt
ANN-P3	2-HL/10, 10	Logistic/linear summation	Levenberg-Marquardt