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spaceship_titanic_competition

This is my Spacheship Titanic submission.

The goal is to predict if the passengers got transported into an alternate dimension or not


Data dictionary

  • PassengerId - A unique Id for each passenger. Each Id takes the form gggg_pp where gggg indicates a group the passenger is travelling with and pp is their number within the group. People in a group are often family members, but not always.
  • HomePlanet - The planet the passenger departed from, typically their planet of permanent residence.
  • CryoSleep - Indicates whether the passenger elected to be put into suspended animation for the duration of the voyage. Passengers in cryosleep are confined to their cabins.
  • Cabin - The cabin number where the passenger is staying. Takes the form deck/num/side, where side can be either P for Port or S for Starboard.
  • Destination - The planet the passenger will be debarking to.
  • Age - The age of the passenger.
  • VIP - Whether the passenger has paid for special VIP service during the voyage.
  • RoomService, FoodCourt, ShoppingMall, Spa, VRDeck - Amount the passenger has billed at each of the Spaceship Titanic's many luxury amenities.
  • Name - The first and last names of the passenger.
  • Transported - Whether the passenger was transported to another dimension. This is the target, the column you are trying to predict.

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