Artificial Intelligence and Machine Learning in Business Management

11 Employee Churn Management Using AI

Sujata Priyambada Dash

Department of Management, Birla Institute of Technology, Mesra, Ranchi, India

Pradosh Kumar Gantayat

Department of CSE, DRIEMS Autonomous Engineering College, Tangi, Cuttack, Odisha, India

Sambit Mohanty

Software Developer CTSC, Hydrabad, India

DOI: 10.1201/9781003125129-11

Contents

• 11.1 Introduction
• 11.2 Proposed Methodology
  • 11.2.1 Dataset Review
• 11.3 Model Building
  • 11.3.1 Train Test Split
  • 11.3.2 Model Building
  • 11.3.3 Random Forest Classifier
  • 11.3.4 XGBoost
• 11.4 Comparison
  • 11.4.1 AUC–ROC Curve
• 11.5 Conclusion
• References

11.1 Introduction

In this era of globalization and digitization, workforce is an important asset for every kind of business. Organizations are facing various issues in managing these workforces ...