/Titanic-Machine-Learning-from-Disaster-Kaggle

Played around with the Titanic Dataset to predict whether a person survives or not.

Primary LanguageJupyter Notebook

Titanic-Machine-Learning-from-Disaster-Kaggle

Played around with the Titanic Dataset to predict whether a person survives or not. (https://www.kaggle.com/c/titanic)

Preprocessing and Feature Engineering

  • Dropped 'Ticket' and 'Cabin' features
  • Used an unknown token "U" for null points in 'Embarked' variable
  • Used median to fill the null points in 'SibSp', 'Parch', 'Fare' and 'Age'

Model and Accuracy

  • LogisticRegression
  • Accuracy : 76.31 (Public Leaderboard)