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CS4650.01 - Capstone Project:

Members:

  • Eduardo Castro Becerra
  • Simon Nguyen
  • Bryan Martinez Ramirez
  • Myo T Aung

Project Description:

In this project, we analyzed credit card fraud dataset by DHANUSH NARAYANAN R from Kaggle (https://www.kaggle.com/datasets/dhanushnarayananr/credit-card-fraud). After our initial analysis of the data, we then utilized the K Nearest Neighbors (KNN) classifier in order to create a model to predict fradulent cases based on the features provided.

Class Project Report:

This project's class report can be found here.

Running Code:

  1. Clone the git repo to local repository
  2. Download the dataset from Kaggle here: https://www.kaggle.com/datasets/dhanushnarayananr/credit-card-fraud
  3. Unzip file to access dataset (should be called archive.csv)
  4. Move dataset file to the same directory as Capstone.ipynb

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