Table 11. Prediction results of subcellular localization of the ZW225 dataset under different classification algorithms.
Classifiers | Evaluate | |||
---|---|---|---|---|
Jackknife test | ||||
Sens (%) | Spec (%) | MCC | OA (%) | |
SVM | 100 | 100 | 1 | 100 |
KNN | 93.72 | 98.77 | 0.9447 | 96.89 |
RF | 98.72 | 99.65 | 0.9871 | 99.11 |
Naïve Bayes | 95.35 | 98.04 | 0.9087 | 93.78 |
DT | 97.44 | 99.34 | 0.9710 | 98.22 |