Simplify complex datasets using Principal Component Analysis (PCA) in Python. Great for dimensionality reduction and ...
pandas is a Python module that's popular in data science and data analysis. It's offers a way to organize data into ...
Decision Tree classification on the Titanic dataset with evaluation using a Confusion Matrix and ROC Curve. Achieved 78.1% accuracy and an AUC of 0.8147, highlighting sex, age, and passenger class as ...
Abstract: This study is an attention of advanced data analysis and machine learning methods to reveal the survival patterns of passengers aboard the RMS Titanic. They use a large dataset that ...
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