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. 2021 Feb 25;11:4718. doi: 10.1038/s41598-021-83657-4

Table 2.

Yearly cross-validation results with using the Mosquito Alert dataset alone and its IP102 augmented version.

Used data ROC AUC TP TN FP FN
Mosquito Alert dataset 0.9577 6041 1129 362 154
Augmented dataset 0.9663 5992 1190 301 203

The additional non-tiger mosquito insect images were used only to balance out the train dataset, they were not used in the validation dataset. The area under the receiver operating characteristic curve (ROC AUC), true positive (TP), true negative (TN), false positive (FP), false negative (FN) is shown.