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Insurance Premium Prediction via Gradient Tree-Boosted Tweedie Compound Poisson Models

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References

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2023Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making141 cited
2020Machine Learning in P&C Insurance: A Review for Pricing and Reserving52 cited
2021Boosting Poisson regression models with telematics car driving data48 cited
2020Tweedie gradient boosting for extremely unbalanced zero-inflated data39 cited

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2024Enhanced gradient boosting for zero-inflated insurance claims and comparative analysis of CatBoost , XGBoost , and LightGBM34 cited