Question: To improve this result further, you could: Tune hyperparameters using cross validation, Do more feature engineering, for example: replace SibSp and Parch with their sum,try
To improve this result further, you could:
Tune hyperparameters using cross validation,
Do more feature engineering, for example:
replace SibSp and Parch with their sum,try to identify parts of names that correlate well with the Survived attribute eg if the name contains "Countess", then survival seems more likely
try to convert numerical attributes to categorical attributes: for example, different age groups had very different survival rates see below so it may help to create an age bucket category and use it instead of the age. Similarly, it may be useful to have a special category for people traveling alone since only of them survived see below
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