This is a binary classification problem excerpted form Kaggle competitions that explains why Leonardo DiCaprio had a high probability of dying.
Thanks to Nikita Dobrolyubov's kernel from kaggle. The project was very helpfull for me to get started in Machine Learning.
link: https://www.kaggle.com/vik2012kvs/titanic-survivals-project