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Modeling and predicting survivors of the Titanic in python using sklearn.

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Titanic Kaggle Competition

Modeling and predicting survivors of the Titanic.
Best Score: 0.801

TODO:

  • switch predicted NA ages to use sklearn imputer
    • add imputed t/f column for those values as well as estimates from original dataset
  • link families
  • model family survival
  • try more other models
  • find a use for ticket
  • find a use for cabin
  • use pipelines

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Modeling and predicting survivors of the Titanic in python using sklearn.

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