Classification with decision trees

CategoryPilot Project Proposal
SummaryWe will address the creation of a supervised data mining project. We will use a classification algorithm, specifically the decision tree model.
ToolsRStudio, GitHub, Spreadsheets, Tableau
Repository Link
SkillsR, Algorithms, Markdown, Git
TypeData Mining

Decision trees and random forests can be employed for this type of classification problem, as well as for supervised regression problems. They can handle non-linear relationships and interactions between variables well, helping to understand which factors are driving the outcomes, in this case, the factors present in credit defaults.