TABLE 3.

Classification results by different combinations of window widths and step sizes.

Method	ACC (%) ± STD	SEN (%) ± STD	SPE (%) ± STD	AUC ± STD
S = 1,V = 50	83.3598 ± 0.3866	78.3068 ± 0.6416	88.4129 ± 0.4572	0.9153 ± 0.0032
S = 2,V = 50	88.2852 ± 0.2457	88.7704 ± 0.4030	87.8000 ± 0.2881	0.9409 ± 0.0009
S = 3,V = 50	80.2386 ± 0.2732	71.5303 ± 0.4681	88.9470 ± 0.3183	0.8822 ± 0.0025
S = 4,V = 50	79.7609 ± 0.6082	78.9855 ± 0.7358	80.5362 ± 1.1715	0.8981 ± 0.0036
S = 1,V = 60	84.9487 ± 0.3173	80.4060 ± 0.5459	89.4915 ± 0.2446	0.9288 ± 0.0019
S = 2,V = 60	90.0208 ± 0.3655	88.5250 ± 0.6074	91.5167 ± 0.2570	0.9504 ± 0.0007
S = 3,V = 60	87.8025 ± 0.1845	89.8272 ± 0.5466	85.7778 ± 0.5033	0.9462 ± 0.0016
S = 4,V = 60	81.3750 ± 0.4552	81.2333 ± 0.6992	81.5767 ± 0.7305	0.9132 ± 0.0020
S = 1,V = 70	86.9975 ± 0.2910	83.3235 ± 0.5850	90.6716 ± 0.3126	0.9429 ± 0.0020
S = 2,V = 70	87.0797 ± 0.6694	85.6377 ± 1.4025	88.5217 ± 0.8078	0.9351 ± 0.0034
S = 3,V = 70	87.2464 ± 0.6832	86.1304 ± 0.9831	88.3623 ± 0.8987	0.9343 ± 0.0027
S = 4,V = 70	83.9259 ± 0.7332	82.1481 ± 1.2103	85.7037 ± 0.4434	0.9204 ± 0.0023
S = 1,V = 80	87.6782 ± 0.2204	84.7184 ± 0.3256	90.6379 ± 0.3599	0.9448 ± 0.0015
S = 2,V = 80	87.3222 ± 0.7346	85.1889 ± 1.1536	89.4556 ± 0.6141	0.9310 ± 0.0035
S = 3,V = 80	81.8083 ± 1.1091	76.3833 ± 2.5471	87.2333 ± 0.8791	0.9093 ± 0.0045
S = 4,V = 80	75.9111 ± 1.4438	65.4444 ± 2.7542	86.3778 ± 1.2067	0.8781 ± 0.0066