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20202026
most citedEnhanced Gradient Boosting for Zero-Inflated Insurance Claims and Comparative Analysis of CatBoost, XGBoost, and LightGBM

9 citations · 14 across the 5 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

stat.ML2021

The SAMME.C2 algorithm for severely imbalanced multi-class classification

Banghee So, Emiliano A. Valdez

Classification predictive modeling involves the accurate assignment of observations in a dataset to target classes or categories. There is an increasing growth of real-world classi…

stat.ML2021

Synthetic Dataset Generation of Driver Telematics

Banghee So, Jean-Philippe Boucher, Emiliano A. Valdez

This article describes techniques employed in the production of a synthetic dataset of driver telematics emulated from a similar real insurance dataset. The synthetic dataset gener…