Table 1.

Effect of DsInit size and bin combination on accuracy and efficiency for the initial trained model (repeated 10 times)

Trail no.	DsInit (K)	Bins	Accu. (avg)	Accu. (SD)	Eff. (avg)	Eff. (SD)
1	50	1_6	45.33	47.22	65	23
2	50	1_5	65.33	43.95	63	23
3	50	1_4	78.34	41.31	44	17
4	50	2_4	94.34	4.46	79	18
5	100	1_6	89.67	6.37	73	16
6	100	1_5	94.67	5.92	75	18
7	100	1_4	88.34	29.91	31	12
8	100	2_4	89.67	7.45	91	11
9	200	1_6	93.00	3.99	65	15
10	200	1_5	96.34	1.89	76	17
11	200	1_4	97.67	2.25	43	20
12	200	2_4	90.34	9.74	91	6
13	300	1_6	86.67	8.01	44	12
14	300	1_5	95.34	4.50	63	17
15	300	1_4	98.34	1.76	54	22
16	300	2_4	86.00	7.17	94	5