creditcard_classification

Develop a classifier for predicating Credit Card Approval

The project is develped using Rstudio

DataSet Description

The dataset is collected from http://archive.ics.uci.edu/ml/datasets/credit+approval

Algorithm

C5.0 algorithm https://cran.r-project.org/web/packages/C50/index.html

Data Preprossing

1. categoring to numerical value conversation

2. Random Shuffling and train-test Spliting

Model Build and Prediction

1. Builing Model

2.Prediction

Analysis Result

Analysis Result is available this pdf

https://github.com/robi56/creditcard_classification/blob/master/creditcard_classification.pdf