💡[Feature]: ADD LSTM Model in [Prediction Models/Anemia Prediction/Anemia_prediction.ipynb] #1386
Description
Is there an existing issue for this?
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Feature Description
Implement an LSTM model to improve anemia prediction by capturing sequential dependencies in pixel and Hb data, and compare its performance with existing models (Logistic Regression, Decision Tree, and Gradient Boosting).
Use Case
Adding the LSTM model will enhance the project by leveraging sequential data patterns, potentially improving prediction accuracy for anemia detection. It will also provide a deeper comparison between traditional machine learning models and deep learning approaches, offering insights into which method is best suited for this dataset.
Benefits
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Priority
High
Record
- I have read the Contributing Guidelines
- I'm a GSSOC'24 contributor
- I want to work on this issue