SG++-Doxygen-Documentation
sgpp::datadriven::AlgorithmAdaBoostBase Member List

This is the complete list of members for sgpp::datadriven::AlgorithmAdaBoostBase, including all inherited members.

actualBaseLearnerssgpp::datadriven::AlgorithmAdaBoostBaseprotected
AlgorithmAdaBoostBase(base::Grid &SparseGrid, size_t gridType, base::level_t gridLevel, base::DataMatrix &trainData, base::DataVector &trainDataClass, size_t NUM, double lambda, size_t IMAX, double eps, size_t IMAX_final, double eps_final, double firstLabel, double secondLabel, double threshold, double maxLambda, double minLambda, size_t searchNum, bool refine, size_t refineMode, size_t refineNum, size_t numberOfAda, double percentOfAda, size_t mode)sgpp::datadriven::AlgorithmAdaBoostBase
alphaSolver(double &lambda, base::DataVector &weight, base::DataVector &alpha, bool final)=0sgpp::datadriven::AlgorithmAdaBoostBaseprotectedpure virtual
boostModesgpp::datadriven::AlgorithmAdaBoostBaseprotected
classessgpp::datadriven::AlgorithmAdaBoostBaseprotected
classif(base::DataMatrix &testData, base::DataVector &algorithmClassTrain, base::DataVector &algorithmClassTest, base::DataMatrix &algorithmValueTrain, base::DataMatrix &algorithmValueTest)sgpp::datadriven::AlgorithmAdaBoostBase
datasgpp::datadriven::AlgorithmAdaBoostBaseprotected
dimsgpp::datadriven::AlgorithmAdaBoostBaseprotected
doAdaBoostR2(base::DataMatrix &weights, base::DataMatrix &testData, base::DataMatrix &algorithmValueTrain, base::DataMatrix &algorithmValueTest, std::string lossFucType)sgpp::datadriven::AlgorithmAdaBoostBase
doAdaBoostRT(base::DataMatrix &weights, base::DataMatrix &testData, base::DataMatrix &algorithmValueTrain, base::DataMatrix &algorithmValueTest, double Tvalue, std::string powerType)sgpp::datadriven::AlgorithmAdaBoostBase
doDiscreteAdaBoost(base::DataVector &hypoWeight, base::DataVector &weightError, base::DataMatrix &weights, base::DataMatrix &decision, base::DataMatrix &testData, base::DataMatrix &algorithmValueTrain, base::DataMatrix &algorithmValueTest)sgpp::datadriven::AlgorithmAdaBoostBase
doRealAdaBoost(base::DataMatrix &weights, base::DataMatrix &testData, base::DataMatrix &algorithmValueTrain, base::DataMatrix &algorithmValueTest)sgpp::datadriven::AlgorithmAdaBoostBase
doRefinement(base::DataVector &alpha_ada, base::DataVector &weight_ada, size_t curBaseLearner)sgpp::datadriven::AlgorithmAdaBoostBase
epsilonsgpp::datadriven::AlgorithmAdaBoostBaseprotected
epsilon_finalsgpp::datadriven::AlgorithmAdaBoostBaseprotected
eval(base::DataMatrix &testData, base::DataMatrix &algorithmValueTrain, base::DataMatrix &algorithmValueTest)sgpp::datadriven::AlgorithmAdaBoostBase
getAccuracy(base::DataMatrix &testData, base::DataVector &testDataClass, double *accuracy_train, double *accuracy_test)sgpp::datadriven::AlgorithmAdaBoostBase
getAccuracyBL(base::DataMatrix &testData, base::DataVector &testDataClass, base::DataMatrix &algorithmValueTrain, base::DataMatrix &algorithmValueTest, double *accuracy_train, double *accuracy_test, size_t yourBaseLearner)sgpp::datadriven::AlgorithmAdaBoostBase
getActualBL()sgpp::datadriven::AlgorithmAdaBoostBase
getMaxGridPoint(size_t baseLearner)sgpp::datadriven::AlgorithmAdaBoostBase
getMeanGridPoint(size_t baseLearner)sgpp::datadriven::AlgorithmAdaBoostBase
getROC(base::DataMatrix &validationData, base::DataVector &validationDataClass, double *acc, double *sensitivity, double *specificity, double *precision, double *recall, double *fOneScore)sgpp::datadriven::AlgorithmAdaBoostBase
getSumGridPoint(size_t baseLearner)sgpp::datadriven::AlgorithmAdaBoostBase
gridsgpp::datadriven::AlgorithmAdaBoostBaseprotected
gridPointsgpp::datadriven::AlgorithmAdaBoostBaseprotected
hValue(double realValue)sgpp::datadriven::AlgorithmAdaBoostBase
imaxsgpp::datadriven::AlgorithmAdaBoostBaseprotected
imax_finalsgpp::datadriven::AlgorithmAdaBoostBaseprotected
labelOnesgpp::datadriven::AlgorithmAdaBoostBaseprotected
labelTwosgpp::datadriven::AlgorithmAdaBoostBaseprotected
lambsgpp::datadriven::AlgorithmAdaBoostBaseprotected
lambLogMaxsgpp::datadriven::AlgorithmAdaBoostBaseprotected
lambStepssgpp::datadriven::AlgorithmAdaBoostBaseprotected
lambStepsizesgpp::datadriven::AlgorithmAdaBoostBaseprotected
levelsgpp::datadriven::AlgorithmAdaBoostBaseprotected
maxGridPointsgpp::datadriven::AlgorithmAdaBoostBaseprotected
numBaseLearnerssgpp::datadriven::AlgorithmAdaBoostBaseprotected
numDatasgpp::datadriven::AlgorithmAdaBoostBaseprotected
numOfAdasgpp::datadriven::AlgorithmAdaBoostBaseprotected
perOfAdasgpp::datadriven::AlgorithmAdaBoostBaseprotected
refinementsgpp::datadriven::AlgorithmAdaBoostBaseprotected
refineModesgpp::datadriven::AlgorithmAdaBoostBaseprotected
refineTimessgpp::datadriven::AlgorithmAdaBoostBaseprotected
sumGridPointsgpp::datadriven::AlgorithmAdaBoostBaseprotected
thresholdsgpp::datadriven::AlgorithmAdaBoostBaseprotected
typesgpp::datadriven::AlgorithmAdaBoostBaseprotected
~AlgorithmAdaBoostBase()sgpp::datadriven::AlgorithmAdaBoostBasevirtual