Model Averaging for Support Vector Machine by Cross-Validation
Model Averaging for Support Vector Machine by Cross-Validation
Abstract Support vector machine (SVM) is a well-known statistical technique for classification problems in machine learning and other fields.An important question for SVM is the selection of covariates (or features) for the model.Many studies have considered model selection methods. As is well-known, selecting one winning model over others can entail …