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Machine Learning

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Cross-validation accuracy comparing four Titanic classifiers with simple and engineered features against a majority-class baseline.

Machine Learning

Titanic Survival Classification

A higher cross-validation score did not lead to better test predictions. I compared four classifiers on Titanic passenger data to examine how feature engineering and tuning affected survival predictions.

  • Python
  • scikit-learn
  • Pandas
  • +3