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. 2018 Aug 31;18(9):2892. doi: 10.3390/s18092892

Table 2.

Performance metrics.

Acronym Description
Accuracy The percentage of correctly predicted samples out of the total number of samples.
Precision The fraction of the samples which are actually positive among all the samples which we predicted positive. Precision=NTPNPP where, NTP is the number of true positives and NPP is the number of predicted positives.
Recall Measures the proportion of positives that are correctly identified. Recall=NTPNAP Where, NTP is the number of true positives and NAP is the actual number of positives.
f1_score The weighted harmonic means of precision and recall.