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Parkinson's Disease: Predicting and Correcting Bias in Motor Score Evaluation

Competitive regression: for each visit, predict the unbiased (“true”) OFF MDS-UPDRS motor score. Minimize RMSE on the unlabeled test set.

Documents

  • GUIDED.md - walkthrough: join Kaggle and form a team first, then setup, shared Exploratory Data Analysis (EDA), models, and Kaggle upload
  • Kaggle competition: ibm-probabl-hackaton (private)
  • CONTEXT.md - scientific background, goals, and modelling pitfalls for the Parkinson's dataset eligibility, and what makes a Submission valid

Every Kaggle upload must put a Skore Hub EstimatorReport URL (https://ibm.skore.probabl.ai/…) in the Submission Description. See the competition rules.

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IBM × Probabl Parkinson hackaton lab

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