💻 Supervised learning for liver disease classification
This repository contains the ipython notebook for my paper on liver disease classification using supervised learning techniques. (please see PDF version of notebook if ipynb not loading). It also contains the paper: 'ILPD_paper.pdf'.
Themes: data cleansing, feature extraction, feature selection, dimensionality reduction, support vector machines, decision trees, ensemble learning, hyper-parameter tuning, cross validation, learning curves, scoring criteria.