Marsyas
0.6.0-alpha
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Support Vector Machine classifier similar to the Weka implementation. More...
#include <SMO.h>
Inherits MarSystem.
Public Member Functions | |
MarSystem * | clone () const |
void | myProcess (realvec &in, realvec &out) |
Processes data. | |
SMO (std::string name) | |
~SMO () |
Support Vector Machine classifier similar to the Weka implementation.
Support Vector Machine Classifier similar to the Weka implementation based on the Sequential Minimum Optimization (SMO) proposed by Platt. For now only the prediction part works and only for 2-class problems. Basically the machine is represented as a linear combination of attributes that represented the separating hyperplane. Currently I use weka for training.