Google Earth Engine for Advanced Land Cover Analysis from Landsat-8 Data with Spectral and Topographic Insights

Table 6

Quantitative results of the CART technique for land cover classification.

Method	Classes	Precision	Recall	F1 score	OA	Kappa
CART + SB	Water	0.985	0.9822	0.9836	0.8082	0.7558
	High vegetation	0.9467	0.8311	0.8851
	Low vegetation	0.5942	0.5467	0.5695
	Crops	0.581	0.6824	0.6276
	Built-up	0.7904	0.8883	0.8365
CART + SB + SI	Water	0.9839	0.9885	0.9862	0.8278	0.7814
	High vegetation	0.9402	0.8733	0.9055
	Low vegetation	0.6415	0.5795	0.6089
	Crops	0.6576	0.6928	0.6747
	Built-up	0.8004	0.9019	0.8481
CART + SB + SI + TF	Water	0.9853	0.9914	0.9883	0.8524	0.8123
	High vegetation	0.9407	0.8978	0.9187
	Low vegetation	0.6514	0.6819	0.6663
	Crops	0.7323	0.7146	0.7234
	Built-up	0.8441	0.8834	0.8633