Update model card

README.md

@@ -6,12 +6,34 @@ Three classes sentiment analysis (positive, negative, neutral)
 
 Based on https://huggingface.co/j-hartmann/sentiment-roberta-large-english-3-classes
 
-Fine-tuned using:
+**Fine-tuned using:**
 - annotated sentences from book reviews in English https://www.gti.uvigo.es/index.php/en/book-reviews-annotated-dataset-for-aspect-based-sentiment-analysis
 - annotated paragraphs from amateur writers' stories https://arxiv.org/abs/1910.11769
 
-Performance for books:
-![hartmann_ft_test_books.png](https://s3.amazonaws.com/moonup/production/uploads/1661430297130-611a6e0f289467cafea62d0e.png)
+**Performance for books:**
 
-Performance for reviews:
-![hartmann_ft_test_reviews.png](https://s3.amazonaws.com/moonup/production/uploads/1661430338990-611a6e0f289467cafea62d0e.png)
+Num examples = 1666
+
+Batch size = 16
+|           | precision | recall | f1-score | support |
+|---| --- | --- | --- | --- |
+| Negative | 0.83 | 0.88 | 0.85 | 844 |
+| Neutral | 0.68 | 0.51 | 0.58 | 351 |
+| Positive | 0.79 | 0.85 | 0.82 | 471 |
+| accuracy |      |      | 0.79 | 1666 |
+| macro avg | 0.76 | 0.75 | 0.75 | 1666 |
+| weighted avg | 0.78 | 0.79 | 0.78 | 1666 |
+
+**Performance for reviews:**
+
+Num examples = 205
+
+Batch size = 16
+|           | precision | recall | f1-score | support |
+|---| --- | --- | --- | --- |
+| Negative | 0.89 | 0.92 | 0.91 | 26 |
+| Neutral | 0.96 | 0.91 | 0.94 | 90 |
+| Positive | 0.94 | 0.98 | 0.96 | 89 |
+| accuracy |      |      | 0.94 | 205 |
+| macro avg | 0.93 | 0.94 | 0.93 | 205 |
+| weighted avg | 0.94 | 0.94 | 0.94 | 205 |