HDEC: A Heterogeneous Dynamic Ensemble Classifier for Binary Datasets

Table 3

The best result of individual classifiers.

Dataset	Accuracy		Geometric mean
	Type	Value	Type	Value
AUS	RT	85.65 ± 0.46	1R	85.98 ± 0.51
BRC	DT	74.23 ± 0.96	DS	62.11 ± 2.24
COL	DT	85.38 ± 0.29	DT	81.85 ± 0.34
DBT	SVM	76.86 ± 0.31	BN	71.81 ± 0.94
CLS	KNN	100	KNN	100
HRT	SVM	84.44 ± 0.51	SVM	83.90 ± 0.57
HPT	SVM	85.10 ± 1.57	NB	78.28 ± 0.83
ION	RT	91.16 ± 0.73	DT	89.02 ± 0.81
LVD	K	66.67 ± 1.39	K^∗	65.76 ± 1.30
SON	KNN	86.54 ± 0.27	KNN	86.20 ± 0.33
GDE	DsT	83.19 ± 0.33	DT	70.27 ± 0.44
VOT	DT	96.64 ± 0.21	DT	96.39 ± 0.21