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@@ -14,7 +14,7 @@ pipeline_tag: text-classification
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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