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balancing methods (random oversampling, SMOTE, ADASYN, random undersampling, and near miss) were applied to classification tasks …
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FinTech online lending to consumers has grown rapidly in the post-crisis era. As argued by its advocates, one key advantage of FinTech lending is that lenders can predict loan outcomes more accurately by employing complex analytical tools, such as machine learning (ML) methods. This study...
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Machine learning tools are well known for their success in prediction. But prediction is not causation, and causal discovery is at the core of most questions concerning economic policy. Recently, however, the literature has focused more on issues of causality. This paper gently introduces some...
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perfect testing accuracy in classification tasks. Our goal is to facilitate introducing Deep Learning approaches to learning …
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