This paper focuses on the development of both failure prediction models on a paired sample and a random sample of small … are observed, which confirms the influence of the sampling method on the business failure prediction results. …

and compare state-of-the-art statistical learning techniques for the prediction of shrimp harvest (in pounds) for a little … allowed, Linear Regression with best subset variable selection and SVM with linear Kernel gave the lowest prediction error … estimate by Cross Validation. Their good predictive performance was confirmed with good predictions on the next two production …

This paper focuses on the development of both failure prediction models on a paired sample and a random sample of small … are observed, which confirms the influence of the sampling method on the business failure prediction results. …