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Table 1 Accuracy results for genus classification 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 55.2 67.3a 65.9 65.5 66.1
Fundamental peak power 68.9 70.1a 69.6 69.8 70.0
Fundamental frequency and peak power 70.1 77.7 77.2 77.2 77.8a
PSD 84.8 92.3a 89.0 90.5 90.3
Spectrogram 90.5 93.2 91.2 93.4 94.2a
MFCC 89.3 93.2a 90.2 93.0 93.2a