| Dataset Description | |
| In this competition your task is to predict whether a passenger was transported to an alternate dimension during the Spaceship Titanic's collision with the spacetime anomaly. To help you make these predictions, you're given a set of personal records recovered from the ship's damaged computer system. | |
| File and Data Field Descriptions | |
| train.csv - Personal records of the passengers, to be used as training data. | |
| 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. | |
| test.csv - Personal records for the remaining passengers, to be used as test data. Your task is to predict the value of Transported for the passengers in this set. | |
| sample_submission.csv - A submission file in the correct format. | |
| PassengerId - Id for each passenger in the test set. | |
| Transported - The target. For each passenger, predict either True or False. |