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) |