Research Article
Evolution and Evaluation: Sarcasm Analysis for Twitter Data Using Sentiment Analysis
Table 3
Results obtained by different classifiers.
| Classifier | Precision | Recall | F1-score | 0 | 1 | 0 | 1 | 0 | 1 |
| Decision tree | 0.83 | 0.90 | 0.90 | 0.83 | 0.86 | 0.86 | Naïve Bayes | 0.78 | 0.90 | 0.90 | 0.77 | 0.84 | 0.83 | KNN | 0.49 | 0.98 | 1.0 | 0.07 | 0.66 | 0.14 | SVM | 0.89 | 0.98 | 0.98 | 0.89 | 0.93 | 0.93 |
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