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README.md
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## Notes on the three classes and the model's bias 📝
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#### The distribution of these classes is not equal in the ensemble of this dataset. Although it is shuffled, positive reviews are the most present, and therefore most-often predicted category. In addition, the decision to keep the review score in the text block did have an impact on the biases of the model. The model can make a prediction based on score alone, a number between 1 and 5
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### Positive reviews: 2081
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### Negative reviews: 224
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## Notes on the three classes and the model's bias 📝
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#### The distribution of these classes is not equal in the ensemble of this dataset. Although it is shuffled, positive reviews are the most present, and therefore most-often predicted category. In addition, the decision to keep the review score in the text block did have an impact on the biases of the model. **The model can make a prediction based on score alone, a number between 1 and 5.**
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### Positive reviews: 2081
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### Negative reviews: 224
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