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What is Titanic Logistic Regression Report about?

The binary logistic regression model on the Titanic dataset shows significant improvement in predicting survival with a chi-square of 317.30 (p < 0.001). The model has moderate explanatory power (Cox & Snell R Square = 0.28, Nagelkerke R Square = 0.33) and good fit (Hosmer and Lemeshow Test, p > 0.05). Key predictors include sex (females more likely to survive), passenger class (lower class reduces survival odds), and age (older passengers less likely to survive).

Author

mistryparth573

Language

EN