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An attempt to use an entropy-based decision tree to solve the Kaggle Titanic challenge

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kaggle-titanic

This is an attempt to use an entropy-based decision tree to solve the Titanic challenge at Kaggle.com.

The implementation is a pretty standard one, with one exception: it uses a columnar dataset. The CSV is lazily loaded into colums instead of reading it simply as a set of vectors. This makes entropy computation pretty fast.

Refer to src/kaggle_titanic/example.clj for an overview of how to use the thing.

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An attempt to use an entropy-based decision tree to solve the Kaggle Titanic challenge

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