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Emotion Detection from Text

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Models implemented:

  • TF-IDF + Logistic Regression
  • LSTM (from scratch)
  • DistilBERT (fine-tuned)

Best Accuracy:

  • DistilBERT: 92.55%

Deployment:

  • Streamlit web app for real-time emotion detection

Confusion Matrix:

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