Now showing items 1-2 of 2
Heuristic approaches for support vector machines with the ramp loss [Article]
Recently, Support Vector Machines with the ramp loss (RLM) have attracted attention from the computational point of view. In this technical note, we propose two heuristics, the first one based on solving the continuous relaxation ...
Strongly agree or strongly disagree? Rating features in support vector machines [Article]
In linear classifiers, such as the Support Vector Machine (SVM), a score is associated with each feature and objects are assigned to classes based on the linear combination of the scores and the values of the features. ...