This is my Spacheship Titanic submission.
The goal is to predict if the passengers got transported into an alternate dimension or not
- PassengerId - A unique Id for each passenger. Each Id takes the form
gggg_pp
wheregggg
indicates a group the passenger is travelling with andpp
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.