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

Table 1 Accuracy results for genus classification with best results per feature indicated by a superscript letter

Feature	Algorithm
Feature	LR (%)	GB (%)	RF (%)	SVM (%)	DNN (%)
Fundamental frequency	55.2	67.3^a	65.9	65.5	66.1
Fundamental peak power	68.9	70.1^a	69.6	69.8	70.0
Fundamental frequency and peak power	70.1	77.7	77.2	77.2	77.8^a
PSD	84.8	92.3^a	89.0	90.5	90.3
Spectrogram	90.5	93.2	91.2	93.4	94.2^a
MFCC	89.3	93.2^a	90.2	93.0	93.2^a

ISSN: 1756-3305