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. 2024 Mar 26;23:86. doi: 10.1186/s12936-024-04915-0

Table 3.

Precision, recall, and F1-score of the LR classifier in classifying Bovine and human blood-meal sources in out-of-sample wild malaria mosquitoes

Host blood Precision Recall F1-score No. test samples
Model testing using a balanced set of test samples
 Bovine 0.84 0.94 0.89 17
 Human 0.93 0.82 0.87 17
Model testing using an imbalanced set of test samples
 Bovine 0.99 0.79 0.88 688
 Human 0.09 0.79 0.17 19