Research Article
A Comparative Study of Land Cover Classification by Using Multispectral and Texture Data
Table 7
Classification table of statistical texture data using artificial neural network (ANN:
-class).
| | Statistical data iteration (80-20) | Training dataset | Training data classification accuracy % | Test dataset | Misclassified data | Test data classification accuracy % |
| | 1-fold | 240 | 100% | 60 | 5/60 | 91.67% | | 2-fold | 240 | 100% | 60 | 6/60 | 90% | | 3-fold | 240 | 100% | 60 | 6/60 | 90% | | 4-fold | 240 | 100% | 60 | 3/60 | 95% | | 5-fold | 240 | 100% | 60 | 6/60 | 90% | | Average training data classification accuracy: 100% | Average test data classification accuracy: 91.334% |
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