Research Article
Ship Classification with High Resolution TerraSAR-X Imagery Based on Analytic Hierarchy Process
Table 3
Ship classification accuracy based on KNN classifier.
| | Methods | Ship type | Total accuracy | | Cargo ship | Oil tanker | Container ship |
| | 87.5% | 77.3% | 85.7% | 85.1% | | 87.5% | 72.7% | 89.3% | 85.1% | | 85.9% | 77.3% | 78.6% | 82.5% | | 82.8% | 68.2% | 75% | 78.1% | | 84.4% | 72.7% | 78.6% | 80.7% | | 82.8% | 68.2% | 78.6% | 78.9% | | 82.8% | 63.6% | 75% | 77.2% | | AHP | 89.1% | 81.8% | 89.3% | 87.7% |
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