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Titanic Death classifier with SkLearn and Pandas

This classifier will predict if you'd die on the Titanic, based on a number of features. It was able to achieve around 80% accuracy on an SVC using Pclass, Sex, Age, SibSp, Parch as features with 20% of the data on the testing set.

A better accuracy could be achieved by tweaking the classifier hyperparameters on train_classifier.py or changing the features on tools/preprocess.py. You can find an overview of the dataset here.

To run this scrips you will need sklearn, pandas, numpy and pickle.

A Django implementation of this classifier can be found here.

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Classifier to predict if you'd die on the Titanic

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