AveragePredictor.h

Go to the documentation of this file.

#ifndef _AVERAGEPREDICTOR_H
#define _AVERAGEPREDICTOR_H

#include "../Predictor.h"

class AveragePredictor: public PredictorAlgorithm
{
        private:

                unsigned windowSize;
                list<unsigned> window;
                map<unsigned, unsigned> frequencies;

        public:
                // currently we only do most frequent prediction, as we only have categorical values
                //enum AveragingType { mean, movingAverage, exponentialSmoothing, median };

                //AveragePredictor(AveragingType type, unsigned int windowSize);
                AveragePredictor(predictorparams &params);

                // add a single step to the model
                virtual void addContexts(const membershiplist* contexts, time_t time);
                virtual void addContext(unsigned long contextId, time_t time);

                virtual unsigned long getNextContext() const;
                virtual membershiplist getNextContexts() const;

                virtual contexttrajectory getContextTrajectory(unsigned int start, unsigned int end) const;

                virtual unsigned long getContextAt(time_t time) const;
                virtual membershiplist getContextsAt(time_t time) const;

                virtual string serialize() const;
                virtual void unserialize(string data);

#if _DEBUG_PREDICTORS

                virtual string toString() const;
#endif
};

#endif

---