Research Article
Automatic Classification of Remote Sensing Images Using Multiple Classifier Systems
Table 4
The comparison of producer’s accuracy.
| Class | SVM | MLC | BPNN | FCM | MDC | BIC | CMV | BA | WA-AHP |
| Vegetable field | 0.939 | 0.894 | 0.833 | 0.727 | 0.500 | SVM | 0.939 | 0.864 | 0.955 | Settlement place | 0.689 | 0.778 | 0.933 | 0.533 | 0.889 | BPNN | 0.756 | 0.911 | 0.844 | Farm land 1 | 0.890 | 0.842 | 0.767 | 0.815 | 0.884 | SVM | 0.884 | 0.808 | 0.904 | Farm land 2 | 0.898 | 0.959 | 0.939 | 0.999 | 0.918 | FCM | 0.999 | 0.959 | 0.999 |
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