ProjectTitanic Survivor

This project aims to predict the survival chance of passenger by several features (pclass, gender, age...). Some findings include that:

1. The top 3 important feature of prediction are:
   • Title of name
   • Sex
   • Fare
2. Decision Tree & random forest perform the best prediction:
   • 0.82 +- 0.05, 0.80 +- 0.06 respectively by K-fold cross validation