Research Article

Prediction of Responses in a Sustainable Dry Turning Operation: A Comparative Analysis

Table 4

ANFIS architecture and training parameters.

Number of layers5

Size of the input dataset18 × 3
Number of outputs3
Membership functionGeneralized bell
Learning rulesLeast-square estimation gradient descent algorithm
Inference systemSugeno inference system
Training methodHybrid method
Number of rules generated27
Momentum constant0.9
Number of epochs500