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Add Titanic Survival Prediction project - #97

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iamwatchdogs merged 1 commit into
Grow-with-Open-Source:mainfrom
zain-cs:titanic-survival-prediction
Aug 9, 2026
Merged

Add Titanic Survival Prediction project#97
iamwatchdogs merged 1 commit into
Grow-with-Open-Source:mainfrom
zain-cs:titanic-survival-prediction

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@zain-cs

@zain-cs zain-cs commented Jul 2, 2026

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Description

Added a machine learning project that predicts Titanic passenger survival using Logistic Regression and Random Forest.

Changes

  • Added Titanic-Survival-Prediction/ folder with complete project
  • explore.py — Data exploration & visualization
  • preprocess.py — Data cleaning & feature engineering
  • train.py — Model training & evaluation
  • predict.py — Predictions on new passengers
  • requirements.txt — Dependencies
  • README.md — Project documentation

Results

Model Accuracy
Logistic Regression 81.01%
Random Forest 82.12%

@github-actions

github-actions Bot commented Jul 2, 2026

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👋 @zain-cs
Thank you for raising your pull request.
Please make sure you have followed our contributing guidelines. We will review it as soon as possible.

@iamwatchdogs iamwatchdogs left a comment

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Reviewed and Approved by @iamwatchdogs

@iamwatchdogs
iamwatchdogs merged commit fa96913 into Grow-with-Open-Source:main Aug 9, 2026
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@github-actions

github-actions Bot commented Aug 9, 2026

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Thank you for contributing @zain-cs. Make sure to check your contribution on GitHub Pages.

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2 participants