Table 3. Classifier performance assessment.
| Class | Precision | Recall | F1-score | Support | Accuracy | |
|---|---|---|---|---|---|---|
| SVM_1 (Doc2Vec+Mean) | 0 | 0.74 | 0.93 | 0.82 | 15 | 0.90 |
| 1 | 0.98 | 0.89 | 0.93 | 47 | ||
| SVM_2 (TF-IDF+Mean) | 0 | 0.21 | 0.60 | 0.32 | 15 | 0.37 |
| 1 | 0.70 | 0.30 | 0.42 | 47 |
| Class | Precision | Recall | F1-score | Support | Accuracy | |
|---|---|---|---|---|---|---|
| SVM_1 (Doc2Vec+Mean) | 0 | 0.74 | 0.93 | 0.82 | 15 | 0.90 |
| 1 | 0.98 | 0.89 | 0.93 | 47 | ||
| SVM_2 (TF-IDF+Mean) | 0 | 0.21 | 0.60 | 0.32 | 15 | 0.37 |
| 1 | 0.70 | 0.30 | 0.42 | 47 |