Table 5.

Summary of dataset characteristics related to the applicability of 8 algorithms – continuous variable datasets.

Dataset characteristic	LR	C4.5	SVM	AB	kNN	NB	RF	BP
P	√	√	√	√	√	√	√
N	√	√	√	√	√		√	√
N_class	√	√	√			√		√
R_largest	√		√	√	√	√	√
R_least	√			√				√
Geomean			√	√	√	√		√
Harmean			√			√		√
MAD	√		√			√	√	√
Var	√	√	√	√	√	√	√
Std		√		√	√	√	√
MAr	√		√	√	√	√	√
IQR	√		√			√	√	√
D		√				√	√	√
Skewness	√	√	√	√	√	√	√	√
Kurtosis	√	√	√				√	√
Trimean	√	√	√			√
Percentile	√		√			√	√	√
E_C	√		√			√
Field label		√	√			√	√	√