Predicting product return volume using machine learning methods

Business & Economics

• Machine Learning 100%
• Product Returns 96%
• Learning Methods 94%
• Shrinkage 66%
• Prediction Accuracy 61%
• Retailers 52%
• Operator 45%
• Online Sales 32%
• Interaction Terms 32%
• Robustness Test 31%
• Interaction Effects 25%
• United States of America 10%
• Performance 9%

Mathematics

• Machine Learning 83%
• Predictive Model 52%
• Shrinkage 42%
• Prediction 30%
• Interaction Effects 25%
• Main Effect 22%
• Data-driven 21%
• Model 18%
• Operator 17%
• Robustness 15%
• Interaction 13%
• Performance 11%
• Framework 10%
• Term 10%

Engineering & Materials Science

• Machine learning 55%
• Sales 14%