Table 8. Cross Validation Results for Oversampled 0.34–1 Hz Signal with additional Features.

	80% Holdout: 100 Repetitions		Cross Val, 5 Folds, 1 Repetitions	Cross Val, 5 Folds, 100 Repetitions
Classifiers	Mean Err	SD	Mean Err	Mean Err	SD
LDC	0.0858	0.0289	0.00800	0.0867	0.0060
QDC	0.3260	0.0780	0.0780	0.3344	0.0216
UDC	0.4162	0.0471	0.0471	0.4289	0.0124
POLYC	0.0858	0.0289	0.0289	0.0867	0.0060
LOGLC	0.0932	0.0301	0.0301	0.0983	0.0062
KNNC	0.1458	0.411	0.0411	0.1522	0.0131
TREEC	0.1127	0.0436	0.0436	0.1178	00.0149
PARZENC	0.2130	0.044	0.0444	0.2067	0.0056
SVC	0.1338	0.0419	0.0419	0.1233	0.0070