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Notebook to present overfitting using diabetes dataset.

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mathieubolteau/Overfitting_in_ML

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Overfitting in Machine Learning

Notebook to present overfitting using diabetes dataset.

Motivation

This repository stores the code used during Research and Development Initiation course (Master of Bioinformatics, University of Bordeaux). The aim is to provide a simple explanation of overfitting in machine learning. The notebook which contains the implementation is available here. Datasets used are also present in this repository.

Dependencies

The following dependencies are required for execution :

  • matplotlib
  • pandas
  • numpy
  • sklearn

Author and contact

Mathieu BOLTEAU - [email protected]