A New Fuzzy Clustering Algorithm Based on Clonal Selection for Land Cover Classification

Table 2

Comparison of four clustering algorithms in experiment 1.

Methods		Corn	Oats	Red clover	Wheat	Total
K-means	Corn	1714	120	583	0	2417
	Oats	16	0	93	0	109
	Red Clover	5	0	1024	0	1029
	Wheat	8	595	0	1472	2075
ISODATA	Corn	1714	120	583	0	2417
	Oats	16	0	93	0	109
	Red Clover	5	0	1024	0	1029
	Wheat	8	595	0	1472	2075
FCM	Corn	1706	8	674	0	2388
	Oats	31	707	0	8	746
	Red Clover	6	0	1026	0	1032
	Wheat	0	0	0	1464	1464
FCSA	Corn	1704	9	388	0	2101
	Oats	20	703	0	7	730
	Red Clover	19	0	1312	0	1331
	Wheat	0	3	0	1465	1468
Total		1743	715	1700	1472	5630