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Update README.md
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README.md
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@@ -56,6 +56,43 @@ The following hyperparameters were used during training:
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| 0.0828 | 2.0 | 10854 | 0.0834 | 0.7042 | 0.4798 | 0.5707 | 0.5874 | 0.3562 | 0.4108 | 0.6872 | 0.4798 | 0.5306 | 0.0303 |
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| 0.0704 | 3.0 | 16281 | 0.0841 | 0.6789 | 0.5047 | 0.5790 | 0.5559 | 0.4000 | 0.4502 | 0.6538 | 0.5047 | 0.5577 | 0.0308 |
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### Framework versions
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| 0.0828 | 2.0 | 10854 | 0.0834 | 0.7042 | 0.4798 | 0.5707 | 0.5874 | 0.3562 | 0.4108 | 0.6872 | 0.4798 | 0.5306 | 0.0303 |
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| 0.0704 | 3.0 | 16281 | 0.0841 | 0.6789 | 0.5047 | 0.5790 | 0.5559 | 0.4000 | 0.4502 | 0.6538 | 0.5047 | 0.5577 | 0.0308 |
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### Test results
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| Class | Precision | Recall | F1-Score | Support |
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|-------------------|-----------|--------|----------|---------|
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| admiration | 0.69 | 0.73 | 0.71 | 504 |
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| amusement | 0.79 | 0.87 | 0.83 | 264 |
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| anger | 0.58 | 0.41 | 0.48 | 198 |
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| annoyance | 0.45 | 0.16 | 0.24 | 320 |
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| approval | 0.58 | 0.34 | 0.43 | 351 |
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| caring | 0.51 | 0.29 | 0.37 | 135 |
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| confusion | 0.57 | 0.38 | 0.46 | 153 |
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| curiosity | 0.50 | 0.46 | 0.48 | 284 |
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| desire | 0.70 | 0.36 | 0.48 | 83 |
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| disappointment | 0.60 | 0.19 | 0.28 | 151 |
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| disapproval | 0.42 | 0.29 | 0.34 | 267 |
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| disgust | 0.63 | 0.33 | 0.44 | 123 |
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| embarrassment | 0.82 | 0.38 | 0.52 | 37 |
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| excitement | 0.57 | 0.33 | 0.42 | 103 |
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| fear | 0.71 | 0.64 | 0.68 | 78 |
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| gratitude | 0.94 | 0.90 | 0.92 | 352 |
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| grief | 0.00 | 0.00 | 0.00 | 6 |
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| joy | 0.69 | 0.54 | 0.61 | 161 |
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| love | 0.82 | 0.84 | 0.83 | 238 |
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| nervousness | 0.67 | 0.17 | 0.28 | 23 |
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| optimism | 0.63 | 0.48 | 0.55 | 186 |
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| pride | 0.00 | 0.00 | 0.00 | 16 |
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| realization | 0.54 | 0.13 | 0.21 | 145 |
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| relief | 0.00 | 0.00 | 0.00 | 11 |
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| remorse | 0.58 | 0.77 | 0.66 | 56 |
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| sadness | 0.67 | 0.49 | 0.57 | 156 |
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| surprise | 0.61 | 0.44 | 0.51 | 141 |
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| neutral | 0.73 | 0.54 | 0.62 | 1787 |
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| **micro avg** | 0.68 | 0.51 | 0.58 | 6329 |
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| **macro avg** | 0.57 | 0.41 | 0.46 | 6329 |
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| **weighted avg** | 0.66 | 0.51 | 0.56 | 6329 |
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| **samples avg** | 0.56 | 0.53 | 0.54 | 6329 |
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### Framework versions
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