Environmental Systems Research

Table 3 Performance evaluation of SVM and RF in classifying Sentinel 1A SAR 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	0.40	1.00	0.571	0.62	0.67	0.65
Built-up	0.79	1.00	0.882	0.80	0.57	0.67
Agriculture	0.41	0.78	0.542	0.56	0.47	0.50
Shrubland	0.63	0.92	0.743	0.80	0.80	0.80
Grassland	0.57	0.80	0.667	0.67	0.57	0.62
Water body	0.74	0.69	0.71	0.74	0.69	0.71
	OA = 0.69	Kappa: 0.67		OA = 0.66	Kappa: 0.55

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