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. 2022 Feb 3;4:554017. doi: 10.3389/frai.2021.554017

TABLE 6.

Confusion matrix for THINKMD ML malaria assessment.

mRDT result ML training set malaria assessment correlation (%) ML raw test data set malaria assessment correlation (%)
(−) mRDT 0.98 0.74
(+) mRDT (Pf) 0.99 0.70
(+) mRDT (mixed) 0.99 0.95
(+) mRDT (other) 0.99 0.99

Abbreviations: ML, machine learning; mRDT, malaria rapid diagnostic test; Pf, Plasmodium falciparum.