This report presents an analysis of the Titanic disaster, utilizing the Titanic Natural Disaster dataset. The study demonstrates various data processing techniques and compares the performance of several models, such as Logistic Regression, Classification and Regression Trees (CART), Random Forests, and XGBoost, as well as additional boosting, model selection, and model tuning approaches.

This report presents an analysis of the Titanic disaster, utilizing the Titanic Natural Disaster dataset. The study demonstrates various data processing techniques and compares the performance of several models, such as Logistic Regression, Classification and Regression Trees (CART), Random Forests, and XGBoost, as well as additional boosting, model selection, and model tuning approaches.

theCART