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

Table 3

Experimental dataset [31].

Run		f	d	Ra	Fc	MRR	Purpose
1	35	0.2	1.5	0.68	1453	10500	Training
2	25	0.2	1	0.72	1090	5000	Training
3	25	0.15	1	0.61	894	3750	Training
4	35	0.1	1	0.56	635	3500	Testing
5	25	0.1	1	0.49	676	2500	Testing
6	35	0.15	1	0.57	839	5250	Training
7	35	0.2	1.25	0.67	1141	8750	Training
8	45	0.15	1	0.54	780	6750	Training
9	45	0.1	1	0.64	605	4500	Testing
10	25	0.15	1.25	0.62	1085	4687.5	Testing
11	25	0.2	1.5	0.73	1549	7500	Training
12	35	0.1	1.25	0.46	770	4375	Training
13	25	0.1	1.25	0.50	820	3125	Training
14	25	0.2	1.25	0.72	1322	6250	Training
15	45	0.2	1.25	0.64	1183	11250	Training
16	45	0.1	1.25	0.44	734	5625	Training
17	45	0.2	1	0.63	975	9000	Testing
18	25	0.15	1.5	0.62	1271	5625	Testing
19	25	0.1	1.5	0.50	962	3750	Training
20	35	0.2	1	0.67	1022	7000	Training
21	45	0.2	1.5	0.64	1386	13500	Training
22	45	0.1	1.5	0.44	860	6750	Training
23	35	0.15	1.5	0.58	1192	7875	Testing
24	45	0.15	1.5	0.55	1137	10125	Testing
25	35	0.15	1.25	0.57	1018	6562.5	Testing
26	45	0.15	1.25	0.55	970	8437.5	Training
27	35	0.1	1.5	0.46	902	5250	Training