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. 2019 Jul 15;12(10):e201900123. doi: 10.1002/jbio.201900123

Table 1.

Results of the two class LDA classification

Average precision Average recall Average F1 score
Culex female non‐gravid 87.1 ± 0. 16% 85.9 ± 0.14% 86.5 ± 0.13%
Culex female gravid 86.1 ± 0.13% 87.3 ± 0.17% 86.7 ± 0.13%

Note: Recall is the percentage of events from a given class to be predicted as such (Equation 3). Precision is the percentage of event predicted as a given class that are actually of this class (Equation 4). F1 score evaluates the efficiency of multi‐class classifiers (Equation 5). All results are given within the 95% confidence interval.

Abbreviation: LDA, linear discriminant analysis.