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A Fast Survival Support Vector Regression Approach to Large Scale Credit Scoring via Safe Screening

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Survival models have found wider and wider applications in credit scoring recently due to their ability to estimate the dynamics of risk over time. In this research, we propose a Buckley-James safe sample screening support vector regression (BJS4VR) algorithm ... ...