Application of Artificial Neural Network(s) in Predicting Formwork Labour Productivity

Table 8

ANFIS parameters for modeling labour productivity.

ANFIS parameters
Number of input variables	9
Training data points	177
Testing data points	44
Number of layers	5
Operator	Subtractive
Number of membership functions (MF)	63
MF type	Bell shape
Transfer function of output layer	Linear
Training algorithm	Hybrid
Error tolerance	0
Number of epochs	1000