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McGill-MMA-EnterpriseAnalytics / hotel-cancellation-analysis

End to end project using Predictive and Causal analysis for Hotel Booking Cancellation Insights
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Added model finetuning and interpretation #17

Closed reojackson31 closed 6 months ago

reojackson31 commented 6 months ago

Steps added:

  1. Hyperparameter tuning - for rf, xgboost, catboost, adaboost, lightgbm
  2. Stacked model with best set of hyperparameters
  3. Model Evaluation and selection based on accuracy and ROC-AUC scores
  4. Model Interpretation: Feature Importance and SHAP plot
  5. Pickling the best model
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