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Table 4 The best results obtained by different classifiers*

From: Recognizing short coding sequences of prokaryotic genome using a novel iteratively adaptive sparse partial least squares algorithm

Classifiers    Results   
Sn(%) Sp(%) ACC(%) MCC Time(seconds)**
IASPLS 94.12 94.15 94.14 0.88 151.2 s
Logistic 93.58 87.72 91.05 0.82 50.3 s
SPLS 93.14 93.48 93.29 0.86 146.2 s
KNN(k = 1) 89.33 83.73 86.91 0.73 1584.1 s
Random Forest(trees = 500) 88.65 87.71 88.24 0.76 1646.5 s
  1. *The best results among the algorithms evaluated here were shown in boldface.
  2. **Time was the computational time of one round of training-testing process.