amanchoudhary/kaggle-titanic

The following implementation is a part of competition: https://www.kaggle.com/c/titanic

Features considered:

1. gender
2. age
3. fare
4. siblings + parents travelling
5. Embarked feature
6. Name abbreviation feature (Mr. Mrs etc)
7. Surname + siblings + parents travelling count

I achieved a score of 0.77512 in the following competition using GradientBoostingClassifier.