Table 13.

Cross-validation results for top five uncorrelated features ranked using LDA backward search feature selection from five regions and oversampled using SMOTE.

Classifiers	80% holdout: 100 repetitions		Cross-validation, 5-fold, 1 repetition	Cross-validation, 5-fold, 100 repetitions
	Mean error	SD	Mean error	Mean error	SD
LDC	0.1359	0.0291	0.1374	0.1308	0.0044
QDC	0.1060	0.0267	0.1023	0.1082	0.0043
UDC	0.2835	0.0304	0.2851	0.2881	0.0025
POLYC	0.1359	0.0291	0.1301	0.1337	0.0049
LOGLC	0.1260	0.0262	0.1213	0.1182	0.0072
KNNC	0.0661	0.0198	0.0278	0.0311	0.0049
TREEC	0.0974	0.0319	0.1082	0.0969	0.0117
PARZENC	0.0321	0.0170	0.0336	0.0341	0.0054
SVC	0.1072	0.0255	0.1067	0.1034	0.0063