A simple Deep Learning (ANN) model, trained with real breast cancer data, that can predict the outcome for breast cancer diagnosis. It is made as a semester assignment. The paper (pdf file) included illustrates this whole project.
Algorithm: Artificial Neural Network (ANN)
Data Set: Breast Cancer Wisconsin (Diagnostic) Data Set
Python modules used:
| Module | Description |
|---|---|
| Numpy | For fast and efficient mathematical computation |
| Pandas | For data analysis and data cleaning |
| Matplotlib | For data visualization |
| Seaborn | For advanced data visualization |
| Scikit-learn | For splitting & scaling data, and showing prediction accuracy & test score |
| Keras | For making the deep learning model |