Tree Species Classification by Employing Multiple Features Acquired from Integrated Sensors

Table 7

Classification results of the dataset for Huanshui Park.

Classifiers	Items	Sc.1	Sc.2	Sc.3	Sc.4	Sc.5	Sc.6
NN ()	OA (%)	47.90	48.91	51.67	46.60	63.96	64.83
	Kappa	0.367	0.381	0.412	0.351	0.565	0.574
NN ()	OA (%)	48.99	49.09	51.30	45.99	59.30	60.50
	Kappa	0.377	0.377	0.405	0.340	0.505	0.521
NN ()	OA (%)	48.51	49.68	49.51	44.26	55.26	55.67
	Kappa	0.368	0.384	0.380	0.317	0.457	0.458
NN ()	OA (%)	46.83	48.24	50.20	43.66	52.71	52.93
	Kappa	0.346	0.363	0.387	0.304	0.420	0.420
MLC	OA (%)	46.34	46.30	48.32	43.01	52.17	56.10
	Kappa	0.351	0.347	0.373	0.316	0.431	0.474
Logistic	OA (%)	47.31	45.43	48.35	41.22	62.70	62.10
	Kappa	0.364	0.341	0.376	0.300	0.549	0.539
SVM	OA (%)	50.49	50.26	52.46	50.01	65.09	67.38
	Kappa	0.393	0.389	0.416	0.389	0.577	0.605