Titanic Logistic Regression

DataSet From Kaggle Competition - Titanic - Machine Learning from Disaster

Overview

• Language: Python v3.9.15
• Package: Scikit-Learn
• Model: Logistic Regression
• Loss Function: Cross Entropy
• Use get dummies to convert type of data
• Filter features manually

Features

Data Distribution

Age Before Fill Null

Age After Fill Null

Sex

PClass

Confusion Matrix - Accuracy Rate 75.84%