Search Results for author: Haoxue Wang

Found 1 papers, 1 papers with code

CatBoost model with synthetic features in application to loan risk assessment of small businesses

1 code implementation15 Jun 2021 Haoxue Wang, Liexin Cheng

In order to make the best use of the important features in the dataset, we propose a technique named "synthetic generation" to develop more combined features based on arithmetic operation, which ends up improving the accuracy and AUC of the original CatBoost model.

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