Weighted Decoding for the Competence Reliability Problem of ECOC Multiclass Classification

Table 4

Classification accuracy of DRCW-OVO and WCR.

Dataset	SVM		Treec
	DRCW	WCR	DRCW	WCR
Ecoli	66.67 ± 2.93	69.01 ± 2.73	72.91 ± 0.86	69.64 ± 1.15
Glass	97.26 ± 3.73	93.47 ± 3.72	90.54 ± 7.08	92.98 ± 2.93
Satimage	85.84 ± 0.54	86.14 ± 3.83	83.93 ± 1.47	84.01 ± 0.79
Segment	93.25 ± 0.90	94.87 ± 1.14	93.94 ± 1.71	94.68 ± 1.35
Vehicle	79.31 ± 3.38	79.54 ± 2.87	65.97 ± 2.62	67.50 ± 1.84
Vowel	98.69 ± 0.84	85.66 ± 3.27	82.73 ± 2.92	82.02 ± 5.41
Yeast	57.34 ± 2.32	58.48 ± 2.60	51.15 ± 3.88	51.87 ± 3.02
Zoo	81.02 ± 4.12	83.26 ± 3.89	71.23 ± 13.91	74.58 ± 3.26