Predicting employee attrition using tree-based models

Keyphrases

• Tree Model 100%
• Employee Attrition 100%
• Binary Classification 40%
• Job Transitions 40%
• Prediction Model 20%
• Performance Prediction 20%
• Design Methodology 20%
• Management Performance 20%
• Human Resources 20%
• Decision Tree 20%
• Cultural Characteristics 20%
• Tree-based 20%
• Resume 20%
• In Tandem 20%
• Comprehensive Search 20%
• Random Forest 20%
• Employee Performance 20%
• Gradient Boosted Trees 20%
• Decision Tree Method 20%
• Senior Management 20%
• Company Culture 20%
• Managerial Characteristics 20%
• Public Companies 20%
• Attrition Model 20%
• Decision to Leave 20%
• Culture Management 20%
• Boosted Trees 20%
• Attrition Prediction 20%
• Random Tree 20%
• Online Portal 20%
• Glassdoor 20%
• Random Decision Trees 20%

Social Sciences

• Professional Occupations 100%
• Decision Tree 100%
• Personnel 50%
• Human Resources 50%
• Public Company 50%

Economics, Econometrics and Finance

• Industry 100%
• Human Resources 100%
• Public Company 100%