Conditional Random Fields and Support Vector Machines: A Hybrid Approach

Qinfeng Shi, Mark D. Reid, Tiberio Caetano

We propose a novel hybrid loss for multiclass and structured prediction problems that is a convex combination of log loss for Conditional Random Fields (CRFs) and a multiclass hing…