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This script processes the combined clinical, peptide, and protein data to train a machine learning model for predicting the severity of Parkinson's disease as measured by UPDRS scores. The script includes data preprocessing, exploratory data analysis, model training and evaluation, hyperparameter tuning, and SHAP values interpretation for the model
sowrabh-m/parkinson-predictive-analysis
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This script processes the combined clinical, peptide, and protein data to train a machine learning model for predicting the severity of Parkinson's disease as measured by UPDRS scores. The script includes data preprocessing, exploratory data analysis, model training and evaluation, hyperparameter tuning, and SHAP values interpretation for the model
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