Titanic Survival Prediction Using Machine Learning Classification for Survival Analysis

M Rama Krishna Raju; M. Satya Sathvik Sai Varma; K. Srinivas; V. Venkatesh; P Hemanth Kumar Varma

doi:10.64643/ijirtv12i10-194910-459

April 3, 2026International Journal of Innovative Research in TechnologyOpen Access

Titanic Survival Prediction Using Machine Learning Classification for Survival Analysis

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Key Points

The research aims to utilize machine learning classification to predict Titanic survival rates based on various features.
Analyzed Titanic dataset using machine learning techniques
Applied classification algorithms to assess survival predictions
Evaluated effectiveness of predictions in terms of accuracy and reliability
Machine learning models demonstrated varying accuracy in predicting survival
Specific features significantly influenced survival outcomes
Findings suggest improved prediction methods for historical datasets

Implication

Evaluation of Survival Analysis Methods for Titanic Data Using Machine Learning Classification Techniques.

Abstract

Explore the article titled Titanic Survival Prediction Using Machine Learning Classification for Survival Analysis from IJIRT Volume 12, Issue 10. This study evaluates the effectiveness of teaching programs on waste management knowledge among women.

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Cite This Study

Raju et al. (2026) studied this question.

synapsesocial.com/papers/69d8940c6c1944d70ce04f51 https://doi.org/10.64643/ijirtv12i10-194910-459

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Titanic Survival Prediction Using Machine Learning Classification for Survival Analysis

Key Points

Implication

Abstract

Discussion

Cite This Study

Titanic Survival Prediction Using Machine Learning Classification for Survival Analysis

Key Points

Implication

Abstract

Discussion

Cite This Study

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