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Improving the Model

Explore how to improve BiLSTM classifiers for text classification by adding LSTM layers and tuning hidden units. Understand how adjustments affect model performance and overfitting while applying these insights to movie review sentiment analysis. This lesson helps you enhance your model’s accuracy and robustness.

Chapter Goals:

  • Learn how to improve the performance of the BiLSTM classifier

A. Model performance

The current iteration of the model will perform ...