Introduction and Application of Computational Biology Methods
Application of Machine learning approaches in default of credit card data from UCI Machine Learning Repository
Default of credit card data [link to UCI page]
We applied machine learning approaches including support vector machine (SVM) and classification tree (CART) to build prediction models for credit card default status. The models are evaulated with cross-validation accuracy rate. The final CART model has accuracy rate up to 80% and the dendrogram provides better explanation for credit card.
PDF file [link to the slide]