Average disambiguation score per feature for the high recall setup (TP = True Positive; TN = True Negative; FP = False Positive; FN = False Negative). As we consider the scores for disambiguation and not the confusion matrix for the classification, values can be greater than 1.
| . | TP . | TN . | FP . | FN . |
|---|---|---|---|---|
| score_affiliation | 0.111 | 0.004 | 1.538 | 0.0 |
| score_coauthors | 0.0 | 0.0 | 0.0 | 0.0 |
| score_titles | 0.133 | 0.0 | 0.0 | 0.75 |
| score_years | 3.0 | 2.89 | 3.0 | 3.0 |
| score_journals | 3.911 | 0.023 | 3.077 | 0.0 |
| score_conferences | 4.0 | 3.762 | 4.0 | 4.0 |
| score_self-reference | 0.0 | 0.0 | 0.0 | 0.0 |
| score_references | 1.667 | 0.023 | 0.308 | 0.5 |
| . | TP . | TN . | FP . | FN . |
|---|---|---|---|---|
| score_affiliation | 0.111 | 0.004 | 1.538 | 0.0 |
| score_coauthors | 0.0 | 0.0 | 0.0 | 0.0 |
| score_titles | 0.133 | 0.0 | 0.0 | 0.75 |
| score_years | 3.0 | 2.89 | 3.0 | 3.0 |
| score_journals | 3.911 | 0.023 | 3.077 | 0.0 |
| score_conferences | 4.0 | 3.762 | 4.0 | 4.0 |
| score_self-reference | 0.0 | 0.0 | 0.0 | 0.0 |
| score_references | 1.667 | 0.023 | 0.308 | 0.5 |