Sparse Support Vector Machine for pattern recognition

Support Vector Machine (SVM) is one of the most famous classification techniques in the pattern recognition community. However, due to outliers in the training samples, the SVM tend to be over-trained. This means that the generalization ability of the SVM will decrease for further training. In this ... View More