This project is an exhaustive analysis of : https://archive.ics.uci.edu/ml/datasets/Heart+Disease, with R language.
In report.pdf file there are all the information and conclusions of the analysis, and all source code is in Pre-processing.R file and project_report.Rmd.
The content of report.pdf is:
- Data description and pre-processing.
- Exploratory Data Analysis, PCA and MCA.
- All procedure to perform an Hierarchical Clustering and consolidate using K-Means and also the interpretation.
- Predictive model, a decision tree that then has been improved with apply random forest.