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Table 3 Performance measures of different classifiers

From: A network-based approach to classify the three domains of life

 

ANOVA

IG

RF

Classifier

ACC %

MAE

WFS

ACC %

MAE

WFS

ACC %

MAE

WFS

k-nn

83.72

0.13

0.82

79.07

0.16

0.79

83.72

0.13

0.83

Naive Bayes

74.42

0.18

0.75

76.74

0.21

0.76

72.09

0.19

0.73

logistic regression

79.07

0.17

0.76

81.40

0.13

0.83

83.72

0.14

0.83

  1. This table shows the Accuracy (ACC), mean absolute error (MAE), and weighted average F-score (WFS) for k-nn, Naive Bayes, and logistic regression, using leave one out cross-validation.