Environmental Systems Research

Table 2 Performance evaluation of SVM and RF in classifying Sentinel 2B MSI data

From: Fusion of sentinel-1 SAR and sentinel-2 MSI data for accurate Urban land use-land cover classification in Gondar City, Ethiopia

	SVM			RF
LULC type	PA	UA	F-score	PA	UA	F-score
Forest	0.87	1.00	0.93	1.00	1.00	1.00
Built-up	1.00	0.40	0.57	0.38	0.38	0.45
Agriculture	0.89	0.81	0.85	0.65	0.65	0.69
Shrubland	0.92	0.82	0.87	0.73	0.73	0.85
Grassland	1.00	1.00	1.00	0.84	0.72	0.61
Water body	0.93	0.87	0.90	0.80	0.80	0.79
	OA = 0.87	Kappa:0.80		OA = 0.69	Kappa: 0.357

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