Sepsis Prediction

  • Category: Classical Machine Learning
  • Project Domain: Healthcare
  • Technology: Python, H20 ML, Hyperparameter tuning, Feature Engg., Neural Network, Classical ML
  • Project URL: Private Repo for Client

Project details

Business Problem

Prediction of Sepsis diagnosis 6 hours & 12 hours prior to sepsis manifestation in health domain to predict the potential manifestation.

Key Highlights

  • Deployed this Classical ML Project end-to-end.
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  • Need to work on Feature Engineering since many variable were present.
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  • Working with H20 ML & Hyperparameter tuning of top 5 algorithm to yield the best results.
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