Machine Learning Process

24 / 38

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.

Note - Having trouble with the assessment engine? Follow the steps listed here

Loading comments...