/U.S.-Credit-Card-Analysis

Perform various classification models on a dataset of U.S. credit card measures to predict the likelihood of an individual paying off a loan.

Primary LanguageR

U.S.-Credit-Card-Dataset

This repository includes analysis on various classification models of a dataset of U.S. credit card measures to predict the likelihood of an individual paying off their bill, including, but not limited to:

  • k-Nearest Neighbor (kNN)
  • Support Vector Machine (SVM)

The repository is organized as follows:

Folder Description
Code This section includes all of the data wrangling/predictive modeling R code used on the U.S. Credit Card dataset.
Data This section includes the main dataset used throughout the analyses.
Viz This section includes all of the main visualizations generated by the R Code in the Code section.

Note: The data can be found in the data folder.