Predicting Employee Attrition using Machine Learning

Business & Economics

• Machine Learning 100%
• Attrition 89%
• Learning Model 85%
• K-nearest Neighbor 56%
• Experiment 45%
• Employees 36%
• Feature Selection 30%
• Retraining 24%
• Kernel 23%
• Business Organization 18%
• High Performance 18%
• Imbalance 17%
• Decision Maker 12%

Engineering & Materials Science

• Personnel 57%
• Machine learning 55%
• Random forests 40%
• Industry 33%
• Experiments 27%
• Feature extraction 14%