Update README.md

README.md

@@ -80,6 +80,8 @@ All splits are balanced across five sentiment labels.
 
 ### Test Performance
 
+Model predicts too high on average by `0.3934`.
+
 | Metric     | Value  |
 |------------|--------|
 | Accuracy   | 0.6391 |
@@ -148,8 +150,9 @@ print(f"Predicted Sentiment: {predicted_label}")
 
 ## Files Included
 
-- **`correct_predictions.csv`**: Contains correctly classified reviews with their real and predicted labels.
-- **`misclassified_predictions.csv`**: Contains misclassified reviews with their real and predicted labels, along with the difference.
+- **`validation_results_distilbert.csv`**: Contains correctly classified reviews with their real and predicted labels.
+
+---
 
 ## Limitations