Research Article
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 |
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