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

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

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

ISSN: 1756-3305