Pillow (PIL): The Python Imaging Library (Pillow) is used for image handling, allowing the application to display the Titanic image and the decision tree image. NumPy: NumPy, the fundamental package ...

# evaluate the dataset and predict the survival of the passengers on the Titanic cruise ship. # The below function will format the rest of the data so that the Decision Tree algorithm can accept it. # ...

Gradient Boosting Decision Tree (GBDT) is a popular machine learning algorithm. It has quite effective implementations such as XGBoost as many optimization techniques are adopted from this algorithm.