EURASIP Journal on Advances in Signal Processing

Table 6 The accuracy mapping of the individual and multiple classifiers

From: Integrating artificial neural network and classical methods for unsupervised classification of optical remote sensing data

Class number	K-means (%)	K-medians (%)	Kohonen (%)	UMCS@ (%)	UMCS# (%)	*UMCS (%)**
1	81.69	82.00	78.14	80.67	82.15	84.33
2	86.15	85.02	79.09	85.68	82.32	87.41
3	79.20	75.95	73.69	81.59	75.51	83.75
4	80.68	79.32	73.56	77.60	80.00	84.02
5	97.04	96.07	97.53	98.01	98.01	100.0
6	70.26	74.40	71.00	71.59	74.90	78.77
7	79.08	81.10	84.54	85.65	85.93	87.44
8	79.51	80.27	79.86	80.00	81.94	82.04
Average	81.70	81.76	79.67	82.59	82.595	85.70

UMCS@ is multiple of K-means + K-medians. UMCS# is multiple of K-medians + Kohonen. UMCS* is multiple of K-means + K-medians + Kohonen.

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