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. 2023 Jan 9;24:11. doi: 10.1186/s12859-022-05128-5

Fig. 7.

Fig. 7

Standard machine learning models' predictive accuracies and generalisability when trained with PCA-transformed Ifakara data plus 2% new target population. A Comparison of standard machine learning models for mosquito age classification; KNN: K-nearest neighbours, LR: Logistic regression, SVM: Support vector machine classifier, RF: Random Forest classifier, and XGB: XGBoost. B proportions of correct mosquito age class predictions achieved on unseen Glasgow dataset