Research Article
Imbalanced Data Sets Classification Based on SVM for Sand-Dust Storm Warning
Table 4
Number of the samples with different algorithm.
| ā | Yanchi (53723) | Tongxin (53810) | | | | | | | | |
| SVM | 127 | 793 | 127 | 793 | 113 | 807 | 113 | 807 | RU-SMOTE | 127 | 793 | 381 | 460 | 113 | 807 | 452 | 455 | means-SMOTE | 127 | 793 | 381 | 350 | 113 | 807 | 339 | 350 | SRU-AIBSMOTE | 127 | 793 | 332 | 330 | 113 | 807 | 323 | 323 |
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