Name: Preprocessing-1 Of Titanic Dataset
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

New features such as FamilySize, IsAlone, CabinFloor, CabinNumber. +Mapping

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.

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