33 #ifndef GRT_LOGISTIC_REGRESSION_HEADER
34 #define GRT_LOGISTIC_REGRESSION_HEADER
36 #include "../../CoreModules/Regressifier.h"
88 virtual bool predict_(VectorDouble &inputVector);
129 inline double sigmoid(
const double x)
const;
139 #endif //GRT_LOGISTIC_REGRESSION_HEADER
LogisticRegression & operator=(const LogisticRegression &rhs)
virtual bool saveModelToFile(string filename) const
bool setMaxNumIterations(UINT maxNumIterations)
virtual bool loadModelFromFile(string filename)
virtual bool predict_(VectorDouble &inputVector)
virtual bool train_(RegressionData &trainingData)
virtual ~LogisticRegression(void)
virtual bool saveModelToFile(fstream &file) const
virtual bool deepCopyFrom(const Regressifier *regressifier)
bool loadLegacyModelFromFile(fstream &file)
virtual bool loadModelFromFile(fstream &file)
UINT getMaxNumIterations() const
LogisticRegression(const bool useScaling=true)