Context preprocessed dataset for the titanic disaster competition Content the train_set contains following features : PassengerId, Survived, Pclass, Sex, Age, SibSp, Parch, Fare, Embarked, CabinFloor, CabinNumber, FamilySize, IsAlone, Title. - Age, Fare and Title have been simplified into differents categories. - Cabin has been split into CabinFloor and CabinNumber - CabinNumber has been simplified into two sides. - SibSp & Parch have been used to create new features FamilySize & IsAlone - Name, Cabin and Ticket have been dropped. All of them have been mapped into floats. Acknowledgements Most of the ideas come from tutorials.