| ******************** CLASSIFICATION REPORT ALL BIO LABELS ******************** | |
| precision recall f1-score support | |
| B-AdHominem 0.68 0.48 0.57 27 | |
| B-AppealtoAuthority 0.71 0.57 0.63 30 | |
| B-AppealtoEmotion 0.64 0.54 0.59 120 | |
| B-FalseCause 0.86 0.67 0.75 9 | |
| B-Slipperyslope 0.71 0.62 0.67 8 | |
| B-Slogans 0.00 0.00 0.00 5 | |
| I-AdHominem 0.85 0.91 0.88 712 | |
| I-AppealtoAuthority 0.86 0.80 0.83 1019 | |
| I-AppealtoEmotion 0.73 0.83 0.78 2104 | |
| I-FalseCause 0.91 0.88 0.89 312 | |
| I-Slipperyslope 0.91 0.91 0.91 324 | |
| I-Slogans 0.00 0.00 0.00 44 | |
| O 0.94 0.92 0.93 7914 | |
| accuracy 0.89 12628 | |
| macro avg 0.68 0.63 0.65 12628 | |
| weighted avg 0.89 0.89 0.88 12628 | |
| ******************** CLASSIFICATION REPORT ALL NORMALIZED LABELS ******************** | |
| precision recall f1-score support | |
| AdHominem 0.85 0.90 0.88 739 | |
| AppealtoAuthority 0.86 0.80 0.83 1049 | |
| AppealtoEmotion 0.74 0.83 0.79 2224 | |
| FalseCause 0.91 0.87 0.89 321 | |
| O 0.94 0.92 0.93 7914 | |
| Slipperyslope 0.90 0.91 0.91 332 | |
| Slogans 0.00 0.00 0.00 49 | |
| accuracy 0.89 12628 | |
| macro avg 0.75 0.75 0.75 12628 | |
| weighted avg 0.89 0.89 0.89 12628 | |
| ******************** CLASSIFICATION REPORT BINARY LABELS ******************** | |
| precision recall f1-score support | |
| Not fallacy 0.94 0.92 0.93 7914 | |
| Fallacy 0.87 0.90 0.89 4714 | |
| accuracy 0.91 12628 | |
| macro avg 0.91 0.91 0.91 12628 | |
| weighted avg 0.92 0.91 0.91 12628 | |