University of Zagreb, Faculty of Electrical Engineering and Computing
This project's aim was to replicate and creatively expand a data science themed scientific article using a Jupyter notebook. We replicated the following article:
S. Ara, A. Das and A. Dey, Malignant and Benign Breast Cancer Classification using Machine Learning Algorithms, 2021 International Conference on Artificial Intelligence (ICAI), 2021, pp. 97-101, doi: 10.1109/ICAI52203.2021.9445249.
- Dataset Load
- Data Analysis
- Train-test Split
- Feature Selection
- Training Using ML Algorithms
- Performance analysis
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Creators of the article: Sharmin Ara, Annesha Das, Ashim Dey
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Creators of the dataset: Dr. William H. Wolberg, W. Nick Street, Olvi L. Mangasarian
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Project mentor: Eugen Vušak