Prediction Model of Cutting Parameters for Turning High Strength Steel Grade-H: Comparative Study of Regression Model versus ANFIS

Table 5

ANFIS information.

Number of inputs	3 (cutting speed, depth of cut, feed rate)
Input MF	“gbellmf”
Number of outputs	1 (roughness)
Output type	Linear (first-order Sugeno type)
Number of fuzzy rules	81
Number of input-output pairs (training data)	125
Learning algorithm	Hybrid
Number of epochs	1000
Error tolerance	0
Evaluation method	Training data versus ANFIS output