HDEC: A Heterogeneous Dynamic Ensemble Classifier for Binary Datasets

Table 1

The characteristics of the used datasets.

Dataset	No. of samples	No. of features	Min/Maj
Australian	690	14	307/383
Breast-cancer	286	9	85/201
Colic	368	22	136/232
Diabetes	768	8	268/500
Four-class	862	2	307/555
Heart	270	13	120/150
Hepatitis	155	19	70/85
Ionosphere	351	34	126/225
Liver-disorders	345	6	145/200
Sonar	208	60	97/111
SVMguide	1284	21	296/947
Vote	435	16	168/267