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Data-Exploration Project "Skin-Cancer" WWI19DSB

Goal of the Project

This Project is about analyzing Data based on the dataset here and creating a model that will predict the correct type of skin cancer. The files for the models can be found here.

Group Members

Andreas Edte
Moritz Müller
Michael Rainko

Installation instructions

  1. Install requirements.txt updaten
  2. Download Dataset here and Model Data here
  3. run jupyter notebook

Project Results

The Project Results are presented in a Jupyter Notebook. In the beginning there is a basic overview over the data. After that the data is pre-processed to learn models on it. The next part is training Neural Networks. The vary in different structures and size. At last the results of the models is shown in a small report of different measurements.

Jupyter Notebook Index

  1. Imports
  2. Loading Datasets
  3. Basic Overview
    1. Metadata Overview
    2. Picture Overview
  4. Data Preprocessing
  5. Models
  6. Evaluation

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