Prediction of hotel booking cancellations: Integration of machine learning and probability model based on interpretable feature interaction

Keyphrases

• Probability Model 100%
• Machine Learning Models 100%
• Feature Interaction 100%
• Interpretable Features 100%
• Hotel Booking Cancellation 100%
• Cancellation Prediction 100%
• Personal Names 80%
• Bayesian Network 60%
• Performance Prediction 40%
• Prediction Method 40%
• Prediction Task 40%
• Lasso Regression 40%
• Hotels 20%
• Hoteliers 20%
• Managerial Decision Making 20%
• Operational Strategy 20%
• Effective Model 20%
• Correlated Variables 20%
• Hotel Management 20%
• Interaction Techniques 20%
• Record Data 20%
• Linear Machine 20%
• Model Integration 20%
• Bayesian Lasso 20%
• Interactive Features 20%
• Ranking Features 20%
• Network Regression 20%

Computer Science

• Bayesian Networks 100%
• Feature Interaction 100%
• Machine Learning 100%
• Learning System 100%
• Prediction Performance 66%
• Practical Implication 33%
• Data Record 33%
• Integration Model 33%
• Linear Machine 33%
• Decision-Making 33%
• Information Source 33%