Research Article
Anomalous Propagation Echo Classification of Imbalanced Radar Data with Support Vector Machine
Table 1
Learning dataset from derived clusters.
| Cluster ID | Mean reflectivity | Maximum reflectivity | Minimum Doppler velocity | Mean Doppler velocity | Maximum Doppler velocity | Class |
| 0 | 6.26 | 53.00 | 0.00 | 74.30 | 255.00 | AP | 119 | 10.30 | 39.00 | 24.00 | 239.21 | 255.00 | AP | 186 | 16.61 | 30.00 | 1.00 | 5.08 | 253.00 | NOTAP | 465 | 8.39 | 19.00 | 0.00 | 26.55 | 254.00 | AP | 473 | 13.24 | 29.00 | 3.00 | 8.24 | 226.00 | NOTAP | 686 | 7.41 | 17.00 | 0.00 | 0.25 | 252.00 | NOTAP |
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