Table 3 Summary of model classification performance (confusion matrix) for each release scenario.

From: Automated differentiation of mixed populations of free-flying female mosquitoes under semi-field conditions

Known

Predicted: scenario 1

Ae. aegypti

Ae. albopictus

Cx. quinquefasciatus

Ae. aegypti

0.93

0.07

0.00

Ae. albopictus

0.50

0.48

0.02

Cx. quinquefasciatus

0.02

0.00

0.98

Known

Predicted: scenario 2

Ae. aegypti

An. stephensi

Cx. quinquefasciatus

Ae. aegypti

0.94

0.06

0.00

An. stephensi

0.18

0.74

0.08

Cx. quinquefasciatus

0.02

0.06

0.92

  1. Final classification models included the use of MFCC with no data scaling or cleaning in combination with the XGBoost classification algorithm.
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