Fig. 6

Confusion matrix and ROC curves showing the independent test results of P. falciparum-positive and P. falciparum-negative sera using MALDI-TOF MS spectra and supervised ML algorithms (LightGBM, and RF). Pos: positive; Neg: negative; TP: true positive; TN: true negative: FP: false positive; FN: false negative; AUC: area under the curve