Table 3.

Classification accuracy in (%) for dataset-2B in both passive and active schemes. C-1: a combination of PWKNN-PWKNN classifiers; C-2: a combination of inductive-inductive classifiers (i.e. LDA-LDA); and C-3: a combination of inductive-transductive classifiers (i.e. PWKNN-LDA).

Subjects	Single classifier
	Passive scheme			Active scheme
	C-1	C-2	C-3	C-1	C-2	C-3
B01	50.31	70.31	74.06	51.25	66.56	75.63
B02	51.35	50.31	50.31	52.81	51.15	51.15
B03	48.13	46.88	51.88	48.13	50.31	51.88
B04	50.00	90.00	92.50	49.06	89.06	92.50
B05	54.38	80.31	78.13	55.94	74.38	72.50
B06	50.63	67.50	78.13	50.94	68.75	78.75
B07	55.63	68.75	68.13	54.06	70.63	68.75
B08	53.75	59.69	73.75	53.75	62.50	73.75
B09	51.88	66.88	71.25	51.88	69.06	71.56
Mean	51.78	66.74	70.90	51.98	66.93	70.72
Std	2.39	13.49	13.15	2.47	11.79	12.84