Table 3.

Classification accuracy of the second scheme (spectral and textural features).

Classifier	Water	Built-up Area	Green Space	Vegetation	Barren Soil	OA	Kappa
MMDC	88.08%	56.28%	93.61%	97.16%	96.76%	85.92%	0.82
MLC	95.59%	83.14%	97.11%	91.23%	98.34%	92.78%	0.91
SVM	90.56%	98.62%	97.39%	84.33%	94.51%	93.41%	0.92
MLPNN	97.60 %	86.76%	95.12%	88.87%	98.84%	93.49%	0.92
RBFNN	94.93%	88.66%	93.34%	89.35%	97.80%	92.83%	0.91
J48 DTC	92.82%	93.23%	95.69%	86.45%	96.51%	92.42%	0.90
SFH-ARTMAP	93.34%	87.29%	97.56%	90.87%	98.84%	93.15%	0.91