Skip to main content

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.
Back to article page

Biology Direct

ISSN: 1745-6150

Contact us