Research Article

[Retracted] Rapid Identification of Tobacco Mildew Based on Random Forest Algorithm

Table 4

Comparison results of data classification.

UCI dataTraining/testingCategoryFeaturesRandom forestIncremental random forestOAB

Colon6000/21502620.107 ± 0.0070.109 + 0.0080.157 ± 0.010
Leukemia7129/25002720.128 ± 0.0090.124 ± 0.0080.188 ± 0.013
Prostate6034/230021020.109 ± 0.0060.114 ± 0.0060.215 ± 0.009
Lung12533/400021810.103 ± 0.0080.108 ± 0.0070.152 ± 0.011
Lymphoma4026/15003620.115 ± 0.0100.118 ± 0.0090.176 ± 0.013
SRBCT2308/10004630.113 ± 0.0090.109 ± 0.0060.189 ± 0.011