A Novel Algorithm to Estimate the Significance Level of a Feature Interaction Using the Extreme Gradient Boosting Machine

Keyphrases

• Novel Algorithm 100%
• Feature Interaction 100%
• Extreme Gradient Boosting Machine 100%
• Machine Learning Algorithms 40%
• Interaction Effect 40%
• Multiple Regression Model 40%
• Interaction Terms 40%
• Interaction Ratio 40%
• Tion 20%
• Statistical Methods 20%
• Simulation Study 20%
• Statistical Techniques 20%
• Regression Model 20%
• Specific Features 20%
• Statistical Model 20%
• Cross-validation Method 20%
• Overfitting 20%
• Type I Error 20%
• Interactive Features 20%
• Ratio Distribution 20%
• Nominal Level 20%
• Machine Learning Strategies 20%
• Novel Machine 20%
• Cardiac Research 20%
• Interactive Variables 20%

Engineering

• Interaction Effect 100%
• Interaction Term 100%
• Machine Learning Algorithm 100%
• Significance Level 100%
• Interaction Ratio 100%
• Computer Simulation Study 50%
• Cross-Validation Technique 50%
• Learning System 50%
• Statistical Model 50%

Computer Science

• Feature Interaction 100%
• Significance Level 100%
• Extreme Gradient Boosting 100%
• Machine Learning Algorithm 40%
• Interaction Term 40%
• Interaction Effect 40%
• Statistics 40%
• Computer Simulation 20%
• Validation Technique 20%
• Simulation Study 20%
• Machine Learning 20%
• Learning System 20%
• Statistical Model 20%