The pyramidal algorithm for cluster classification
The basic algorithms of classifier implementation to solve the face identification problem for support vector machines, are considered. The basic algorithm of support vector machines for binary classification is presented. We have compared ap­proaches to solve the problem of multiclass classification as «one against one», «one against all». The pyramidal algorithm for cluster classification to train classifier based on support vector machines by the technique «one against one» is presented. This algorithm is developed to reduce the time of training support vector machines and to increase the level of valid classification.