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. 2021 Feb 3;12:632761. doi: 10.3389/fgene.2021.632761

TABLE 2.

Parameters of model evaluation and parameters in the results.

R2 score 1-MSE(ŷ,y)/Var(y)
Precision TP / (TP+FP)
Recall rate TP / (TP+FN)
F1score ⋅(Precision⋅ Recall)/(Precision+Recall)

Relevant No relevant

Retrieved True positives (TP) False positives (FP)
Not retrieved False negatives (FN) True negatives (TN)
Precision TP / (TP + FP)
Recall rate
TP / (TP + FN) F-Score=(1+β2)⋅ (Precision⋅ Recall)/(β2⋅ Precision+Recall)