Predicting Hotel Reservation Cancellations

Credit: Getty Images/iStockphoto

Introduction & Background

Data Collection/Description

Data Exploration

Cancellation Rate by is_repeated_guest and market_segment
Cancellations by lead_time and arrival_date_week_number

Data Pre-Processing

Code to compute the variance inflation scores for numerical features

Classification Modeling

Inference from Our Models

Confusion Matrices for Models

Customer Segmentation

Causal Model

Causal Graph
Code for Causal Model

Counterfactuals

Conclusion

References

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