akshaypawar7 / Titanic-Survival---Machine-Leaning

Explorating and visualising the data, trying to get some insights about our dataset, Building and tuning couple classification models to get some stable results on predicting Titanic disaster outcome.

Home Page:https://www.kaggle.com/code/akshaypawar7/roc-auc-decision-boundary-for-titanic-survival

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Titanic-Survival---Machine-Leaning

Explorating and visualising the data, trying to get some insights about our dataset, Building and tuning couple classification models to get some stable results on predicting Titanic disaster outcome.

Inspiration

Found below video on youtube https://youtu.be/fKo-kE587QA, showing classical classification algorithm(KNN, Decision Tree) at work in 3D space build from titanic paseenger training set.

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My main objectives on this project are:

  • Explorating and visualising the data, trying to get some insights about our dataset,

newplot

  • Getting data in better shape by feature engineering to help us in building better models,

__results___52_1

  • Building and tuning couple classification models to get some stable results on predicting Titanic disaster outcome.

  • Ploting Decision Boundary and probablity region

__results___65_0

About

Explorating and visualising the data, trying to get some insights about our dataset, Building and tuning couple classification models to get some stable results on predicting Titanic disaster outcome.

https://www.kaggle.com/code/akshaypawar7/roc-auc-decision-boundary-for-titanic-survival


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Language:Jupyter Notebook 97.3%Language:Python 2.7%