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Machine Learning Process

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Select all the categorical variables


Titanic Dataset

The attributes have the following meaning:

  • Survived - that's the target, 0 means the passenger did not survive, while 1 means he/she survived.
  • Pclass - passenger class.
  • Name, Sex, Age - self-explanatory
  • SibSp - how many siblings & spouses of the passenger aboard the Titanic.
  • Parch - how many children & parents of the passenger aboard the Titanic.
  • Ticket - ticket id
  • Fare - the price paid (in pounds)
  • Cabin - passenger's cabin number
  • Embarked - where the passenger embarked the Titanic

Hint: You can ignore name, id and ticket# columns because these are just identifiers and don't offer value as a feature.


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