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

Table 3 Accuracy results for sex classification of Culex with best results per feature indicated by a superscript letter

Feature	Algorithm
Feature	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	83.6^a
Fundamental frequency and peak power	98.7^a	98.7^a	98.5	98.7^a	98.7^a
PSD	99.7	99.2	99.2	100^a	99.7
Spectrogram	100^a	99.7	99.7	100^a	100^a
MFCC	100^a	100^a	100^a	100^a	100^a

ISSN: 1756-3305