A Novel Performance Prediction Model for the Machining Process Based on the Interval Type-2 Fuzzy Neural Network

Table 3

Obtained results from different schemes.

NO.	Experimental results		Prediction result of ANN [26]		Prediction result of ANFIS-GA [27]		Prediction result of ANFIS-MGA [27]		Prediction result of IT2FNN
	MRR	Ra	MRR	Ra	MRR	Ra	MRR	Ra	MRR	Ra
28	2.80	4.281	2.46	3.734	2.48	3.78	2.644	3.894	2.7797	4.2299
29	1.44	2.744	1.32	2.599	1.36	2.874	1.549	2.979	1.4631	2.8612
30	0.98	2.149	0.92	2.552	1.03	1.791	0.925	2.138	0.9451	2.2544
RMSE			0.2110	0.4011	0.1926	0.3633	0.1144	0.2615	0.0269	0.0950