Research Article
[Retracted] Rapid Identification of Tobacco Mildew Based on Random Forest Algorithm
Table 4
Comparison results of data classification.
| UCI data | Training/testing | Category | Features | Random forest | Incremental random forest | OAB |
| Colon | 6000/2150 | 2 | 62 | 0.107 ± 0.007 | 0.109 + 0.008 | 0.157 ± 0.010 | Leukemia | 7129/2500 | 2 | 72 | 0.128 ± 0.009 | 0.124 ± 0.008 | 0.188 ± 0.013 | Prostate | 6034/2300 | 2 | 102 | 0.109 ± 0.006 | 0.114 ± 0.006 | 0.215 ± 0.009 | Lung | 12533/4000 | 2 | 181 | 0.103 ± 0.008 | 0.108 ± 0.007 | 0.152 ± 0.011 | Lymphoma | 4026/1500 | 3 | 62 | 0.115 ± 0.010 | 0.118 ± 0.009 | 0.176 ± 0.013 | SRBCT | 2308/1000 | 4 | 63 | 0.113 ± 0.009 | 0.109 ± 0.006 | 0.189 ± 0.011 |
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