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. 2023 Feb 16:1–36. Online ahead of print. doi: 10.1007/s10462-023-10424-4

Table 2.

Percentage metrics

MAPE Mean absolute percentage error 100ni=1n|Yi-Y^iYi|
ACC Accuracy 1-i=1n|Y^i-Yi|i=1nYi
R2 R squared i=1n(Y^i-Y¯)2i=1n(Yi-Y¯)2
IA Index of agreement 1-i=1n(Yi-Y^i)2i=1n(|Yi-Y^i|+|Y^i-Yi|)2
RECALL Sensitivity TPTP+FN
PREC Positive predictive value TPTP+FP
FM F measure PREC·RECALLPREC+RECALL