perl (For evaluating official f1 score) python>=3.6 torch >= 1.6.0+cu92 transformers >= 2.8.0 pandas >= 0.25.0 How to RUN The output is in the SemEval-2010 Task 8 Test Dataset Official Evaluation Results first, Need to download the corresponding model and put it in the Model folder...
(14) the Dice (D) coefficient, which is equivalent to the F1-score: $$\begin{aligned} \text {D} = \text {F1} = \frac{2|S\cap G|}{|S|+|G|} = \frac{2\text {TP}}{2\text {TP}+\text {FP}+\text {FN}}, \end{aligned}$$ (15) the Jaccard (J) coefficient: $$\begin...
N.B. The F1 score evaluates the performance of a classification model. It can be interpreted as a weighted average of the precision and recall. Precision is the reciprocal of variance and indicates how close different samples are to each other. Recall refers to the ability of a model to fin...