Table 2:

Macro- and micro-accuracy rate of classifiers

Classifier	Macro-accuracy rate (%)	Micro-accuracy rate (%)
1-NN (LOO CV)	-	96.73
1-NN (5F-CV)	87.36	96.26
RF (5F-CV)	87.35	96.19
RF-PCA (5F-CV)	86.21	96.24
SVM (5F-CV)	88.06	96.59

NN = Nearest Neighbor, RF = Random Forest, RF-PCA = Random Forest with Principal Component Analysis, SVM = Support Vector Machines, LOO = Leave-one-out cross-validation, 5F-CV = 5-fold cross-validation