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Table 2 Accuracy results for sex classification of Aedes with best results per feature indicated by a superscript letter

From: A novel optical sensor system for the automatic classification of mosquitoes by genus and sex with high levels of accuracy

Feature Algorithm
LR (%) GB (%) RF (%) SVM (%) DNN (%)
Fundamental frequency 95.5 95.5 95.5 95.5 95.5
Fundamental peak power 86.9 89.5a 89.5 89.2 89.3
Fundamental frequency and peak power 98.2 96.7 97.0 98.5 97.9a
PSD 97.0 98.8a 97.9 98.8a 98.2
Spectrogram 99.4a 98.8 98.8 99.1 98.8
MFCC 99.4a 99.4a 98.8 98.8 98.8