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Python 9.77% Jupyter Notebook 90.23%
titanic-survival-prediction python3 pca-analysis principal-component-analysis tsne-algorithm random-forest decision-tree-classifier numpy pandas dimensionality-reduction

titanic's Introduction

Titanic

5 input variables:

  1. Pclass – Cabin class in which passenger travelled: 1 (first class), 2 (second class), 3 (third class)

  2. Sex – Male and Female

  3. Age – Numeric

  4. Fare – Numeric

  5. Embarked – Port of Embarkation: S (Southampton), C (Cherbourg), Q (Queenstown)

1 target variable:

Survived – 1 (passenger survived), 0 (passenger did not survive)

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