Stopping Conditions for Exact Computation of Leave-One-Out Error in Support Vector Machines

We propose a new stopping condition for a Support Vector Machine (SVM) solver which precisely reflects the objective of the Leave-One-Out error computation. The stopping condition guarantees that the