Class imbalance in gradient boosting classification algorithms: Application to experimental stroke data

Computer Science

• Classification Method 100%
• Classification Algorithm 100%
• Class Imbalance 100%
• Gradient Boosting 100%
• Minority Class 50%
• Imbalanced Data 50%
• Boosting Algorithms 50%
• Interactive Effect 50%
• Negative Outcome 50%
• Prediction Model 50%
• Linear Relationship 50%

Mathematics

• Classification Method 100%
• Probability Theory 50%
• Oversampling 50%
• Nonlinear Relationship 50%