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Titatnic Challenge

Predict whether Titanic passengers survived based on features like ticket class, age etc.

in.tsv data features:

  • PassengerId - id of given passenger
  • Pclass - Ticket class 1 = 1st, 2 = 2nd, 3 = 3rd
  • Name - passenger name
  • Sex - passenger sex (male/female)
  • Age - passenger age
  • SibSp - number of siblings / spouses aboard the Titanic
  • Parch - number of parents / children aboard the Titanic
  • Ticket - ticket number
  • Fare - passenger fare
  • Cabin - cabin number
  • Embarked - port of embarkation C = Cherbourg, Q = Queenstown, S = Southampton

expected.tsv data features:

  • Survival - whether passenger survived (1 = yes, 0 = no)