nearest_neighbor_classifier.h
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00036 
00041 #ifndef NEAREST_NEIGHBOR_CLASSIFIER_H_
00042 #define NEAREST_NEIGHBOR_CLASSIFIER_H_
00043 
00044 #include "classifier.h"
00045 
00046 namespace ml_classifiers{
00047     
00048 typedef std::vector<double> CPoint;    
00049 typedef std::vector<CPoint> CPointList;
00050 typedef std::map<std::string,CPointList> ClassMap;
00051     
00052 class NearestNeighborClassifier : public Classifier
00053 {
00054 public:
00055     ClassMap class_data;
00056     
00057     NearestNeighborClassifier();
00058     ~NearestNeighborClassifier();
00059     
00060     void save(const std::string filename);
00061     bool load(const std::string filename);
00062     void addTrainingPoint(std::string target_class, const std::vector<double> point);
00063     void train();
00064     void clear();
00065     std::string classifyPoint(const std::vector<double> point);
00066 };
00067 
00068 } /* End namespace */
00069 #endif /* NEAREST_NEIGHBOR_CLASSIFIER_H_ */


ml_classifiers
Author(s): Scott Niekum
autogenerated on Mon Oct 6 2014 02:20:58