Process Mining Techniques for Pattern Recognition

4 Web-Based Credit Card Allocation System Using Machine Learning

Vipul Shahi, Yashasvi Srivastava, Utkarsh Sangam, Akarshit Rai, & Mala Saraswat

DOI: 10.1201/9781003169550-4

CONTENTS

1 Introduction

2 Literature Survey

3 Different Approaches for Allocation System

3.1 Logistic Regression (LR Classification Algorithm)

3.2 Random Forest Classifier

3.3 K Neighbors Classifier

4 Proposed Methodology of System

5 Experiments and Results

5.1 Description of the Data Set

5.2 Null Values in the Data Set

5.3 Target Variables in the Data Set

6 Results and Conclusions

References

1 INTRODUCTION

As we can see in our banks whenever someone is trying to get a credit card, they have to follow a long procedure. For example, if someone wants to get a credit ...