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Table 3 Accuracy results for sex classification of Culex 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 98.0 98.0 98.0 98.0 98.0
Fundamental peak power 83.4 81.3 81.5 83.1 83.6a
Fundamental frequency and peak power 98.7a 98.7a 98.5 98.7a 98.7a
PSD 99.7 99.2 99.2 100a 99.7
Spectrogram 100a 99.7 99.7 100a 100a
MFCC 100a 100a 100a 100a 100a