I have been working on the Titanic dataset. After some feature manipulation, I printed out the correlation values between my target variable
Survived and all the other predictors. Based on these values, I would like to decide if any variables can be removed from the training set.
Survived : 1.000000, Pclass : -0.338481, Sex : -0.543351, Age : -0.037059, Fare : 0.302002, Embarked : -0.167675, Title : 0.407753, IsAlone : 0.163157
Correlation values of
Survived with other predictors.
I am not quite sure of what to do with the
Age feature. Maybe try a different kind of feature manipulation on it?