GitHub - aneesh-vishwa/Diabetes-Risk-Predictor: This machine learning-driven system identifies key factors contributing to diabetes by analyzing health indicators. It employs advanced preprocessing, feature engineering, and optimized modeling to enhance predictive accuracy, offering valuable insights into potential diabetes risk factors

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
__pycache__		__pycache__
NIPS-2017-a-unified-approach-to-interpreting-model-predictions-Paper.pdf		NIPS-2017-a-unified-approach-to-interpreting-model-predictions-Paper.pdf
diabetes.ipynb		diabetes.ipynb
diabetes_prediction_dataset.csv		diabetes_prediction_dataset.csv
encoded_dataset.csv		encoded_dataset.csv
preprocess.py		preprocess.py
preprocessed.csv		preprocessed.csv
preprocessing.ipynb		preprocessing.ipynb
scaler.pkl		scaler.pkl
svm_model.pkl		svm_model.pkl

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This machine learning-driven system identifies key factors contributing to diabetes by analyzing health indicators. It employs advanced preprocessing, feature engineering, and optimized modeling to enhance predictive accuracy, offering valuable insights into potential diabetes risk factors