Table 4 The improved accuracy of the trained identification model derived from the five cross-validations (CV) and independent validation after dividing all species into two groups based on the compound eyes feature.

From: A tool for developing an automatic insect identification system based on wing outlines

Run

CV* (%)

Accuracy* (%)

1

97.67

100

2

100

100

3

100

95

4

100

100

5

97.67

100

mean

99.07

99

  1. CV* is the optimal accuracy with the cross-validation training for each run.
  2. Accuracy* is the actual accuracy of independent validation with test data in each run.
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