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

Table 6

Performance indices for different prediction tools.

Statistical measure	Prediction tool
	ANFIS			Fuzzy logic			ANN			Regression
	Ra	Fc	MRR	Ra	Fc	MRR	Ra	Fc	MRR	Ra	Fc	MRR
RMSPE	3.4183	5.6912	3.8983	5.8422	16.7945	30.3183	9.7302	12.4016	13.1359	7.5517	6.8271	5.9817
MAPE	2.7109	4.6772	3.6486	4.2796	13.2355	25.5936	8.4765	10.5356	12.2847	4.9769	5.8978	4.8882
RMSLE	0.0716	0.1557	0.1309	0.0932	0.2573	0.3329	0.1252	0.2354	0.2353	0.1120	0.1702	0.1581
R	0.8451	0.9736	0.9888	0.5813	0.8795	0.7491	0.3008	0.7678	0.9022	0.4776	0.9693	0.9950
RRSE	0.4015	0.1926	0.1134	0.6830	0.5289	0.6062	1.2365	0.5067	0.3347	0.9867	0.2434	0.1015