SG++-Doxygen-Documentation
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This is the complete list of members for sgpp::datadriven::LearnerSGD, including all inherited members.
adaptivityConfig | sgpp::datadriven::LearnerSGD | protected |
alpha | sgpp::datadriven::LearnerSGD | protected |
alphaAvg | sgpp::datadriven::LearnerSGD | protected |
avgErrors | sgpp::datadriven::LearnerSGD | |
batchData | sgpp::datadriven::LearnerSGD | protected |
batchError | sgpp::datadriven::LearnerSGD | protected |
batchLabels | sgpp::datadriven::LearnerSGD | protected |
batchSize | sgpp::datadriven::LearnerSGD | protected |
createRegularGrid() | sgpp::datadriven::LearnerSGD | protected |
currentGamma | sgpp::datadriven::LearnerSGD | protected |
error | sgpp::datadriven::LearnerSGD | |
gamma | sgpp::datadriven::LearnerSGD | protected |
getAccuracy(sgpp::base::DataMatrix &testData, sgpp::base::DataVector &testLabels, double threshold) | sgpp::datadriven::LearnerSGD | |
getAccuracy(sgpp::base::DataVector &testLabels, double threshold, sgpp::base::DataVector &predictedLabels) | sgpp::datadriven::LearnerSGD | protected |
getBatchError(sgpp::base::DataMatrix &data, const sgpp::base::DataVector &labels) | sgpp::datadriven::LearnerSGD | protected |
getError(sgpp::base::DataMatrix &data, sgpp::base::DataVector &labels, std::string errorType) | sgpp::datadriven::LearnerSGD | protected |
grid | sgpp::datadriven::LearnerSGD | protected |
gridConfig | sgpp::datadriven::LearnerSGD | protected |
initialize() | sgpp::datadriven::LearnerSGD | |
lambda | sgpp::datadriven::LearnerSGD | protected |
LearnerSGD(base::RegularGridConfiguration &gridConfig, base::AdaptivityConfiguration &adaptivityConfig, base::DataMatrix &pTrainData, base::DataVector &pTrainLabels, base::DataMatrix &pTestData, base::DataVector &pTestLabels, base::DataMatrix *pValData, base::DataVector *pValLabels, double lambda, double gamma, size_t batchSize, bool useValidData) | sgpp::datadriven::LearnerSGD | |
predict(base::DataMatrix &testData, base::DataVector &predictedLabels) | sgpp::datadriven::LearnerSGD | protected |
pushToBatch(sgpp::base::DataVector &x, double y) | sgpp::datadriven::LearnerSGD | protected |
storeResults(base::DataMatrix &testDataset) | sgpp::datadriven::LearnerSGD | |
testData | sgpp::datadriven::LearnerSGD | protected |
testLabels | sgpp::datadriven::LearnerSGD | protected |
train(size_t maxDataPasses, std::string refType, std::string refMonitor, size_t refPeriod, double errorDeclineThreshold, size_t errorDeclineBufferSize, size_t minRefInterval) | sgpp::datadriven::LearnerSGD | |
trainData | sgpp::datadriven::LearnerSGD | protected |
trainLabels | sgpp::datadriven::LearnerSGD | protected |
useValidData | sgpp::datadriven::LearnerSGD | protected |
~LearnerSGD() | sgpp::datadriven::LearnerSGD |