svm_classifier.h
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00036 
00041 #ifndef SVM_CLASSIFIER_H_
00042 #define SVM_CLASSIFIER_H_
00043 
00044 #include "classifier.h"
00045 #include "../../src/libsvm-3.14/svm.h"
00046 
00047 namespace ml_classifiers{
00048     
00049 typedef std::vector<double> CPoint;    
00050 typedef std::vector<CPoint> CPointList;
00051 typedef std::map<std::string,CPointList> ClassMap;
00052     
00053 class SVMClassifier : public Classifier
00054 {
00055 public:
00056     ClassMap class_data;
00057     svm_problem svm_data;
00058     svm_model *trained_model;
00059     std::map<std::string,int> label_str_to_int;
00060     std::map<int,std::string> label_int_to_str;
00061     double **scaling_factors;
00062     
00063     SVMClassifier();
00064     ~SVMClassifier();
00065     
00066     void save(const std::string filename);
00067     bool load(const std::string filename);
00068     void addTrainingPoint(std::string target_class, const std::vector<double> point);
00069     void train();
00070     void clear();
00071     std::string classifyPoint(const std::vector<double> point);
00072 };
00073 
00074 } /* End namespace */
00075 #endif /* SVM_CLASSIFIER_H_ */


ml_classifiers
Author(s): Scott Niekum
autogenerated on Fri Jan 3 2014 11:30:23