addContextModule(const Context &contextModule, UINT contextLevel, UINT insertIndex=INSERT_AT_END_INDEX) | GestureRecognitionPipeline | |
addFeatureExtractionModule(const FeatureExtraction &featureExtractionModule, UINT insertIndex=INSERT_AT_END_INDEX) | GestureRecognitionPipeline | |
addPostProcessingModule(const PostProcessing &postProcessingModule, UINT insertIndex=INSERT_AT_END_INDEX) | GestureRecognitionPipeline | |
addPreProcessingModule(const PreProcessing &preProcessingModule, UINT insertIndex=INSERT_AT_END_INDEX) | GestureRecognitionPipeline | |
AFTER_CLASSIFIER enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
AFTER_FEATURE_EXTRACTION enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
AFTER_PREPROCESSING enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
BASE_TYPE_NOT_SET enum value (defined in MLBase) | MLBase | |
BaseType enum name (defined in MLBase) | MLBase | |
baseType (defined in MLBase) | MLBase | protected |
batchSize (defined in MLBase) | MLBase | protected |
classId | GRTBase | protected |
CLASSIFICATION_MODE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
classifier (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
CLASSIFIER enum value (defined in MLBase) | MLBase | |
clear() override | GestureRecognitionPipeline | virtual |
clearModel() | GestureRecognitionPipeline | virtual |
clearTestResults() | GestureRecognitionPipeline | |
CLUSTER_MODE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
CLUSTERER enum value (defined in MLBase) | MLBase | |
clusterer (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
computeTestMetrics(VectorFloat &precisionCounter, VectorFloat &recallCounter, Float &rejectionPrecisionCounter, Float &rejectionRecallCounter, VectorFloat &confusionMatrixCounter, const UINT numTestSamples) (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
CONTEXT enum value (defined in MLBase) | MLBase | |
ContextLevels enum name (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
contextModules (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
converged (defined in MLBase) | MLBase | protected |
copyGRTBaseVariables(const GRTBase *GRTBase) | GRTBase | |
copyMLBaseVariables(const MLBase *mlBase) | MLBase | |
crossValidationResults (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
debugLog (defined in GRTBase) | GRTBase | protected |
deleteAllContextModules() (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
deleteAllFeatureExtractionModules() (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
deleteAllPostProcessingModules() (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
deleteAllPreProcessingModules() (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
deleteClassifier() (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
deleteClusterer() (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
deleteRegressifier() (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
enableScaling(const bool useScaling) | MLBase | |
END_OF_PIPELINE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
errorLog (defined in GRTBase) | GRTBase | protected |
FEATURE_EXTRACTION enum value (defined in MLBase) | MLBase | |
featureExtractionModules (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
GestureRecognitionPipeline(void) | GestureRecognitionPipeline | |
GestureRecognitionPipeline(const GestureRecognitionPipeline &rhs) | GestureRecognitionPipeline | |
getBatchSize() const | MLBase | |
getClassDistances() const | GestureRecognitionPipeline | |
getClassifier() const | GestureRecognitionPipeline | |
getClassifier() const | GestureRecognitionPipeline | inline |
getClassifier() | GestureRecognitionPipeline | inline |
getClassLabels() const | GestureRecognitionPipeline | |
getClassLikelihoods() const | GestureRecognitionPipeline | |
getCluster() const | GestureRecognitionPipeline | inline |
getCluster() | GestureRecognitionPipeline | inline |
getClusterer() const | GestureRecognitionPipeline | |
getContextModule(const UINT contextLevel, const UINT moduleIndex) const | GestureRecognitionPipeline | |
getContextModule(const UINT contextLevel, const UINT moduleIndex) const | GestureRecognitionPipeline | inline |
getContextModule(const UINT contextLevel, const UINT moduleIndex) | GestureRecognitionPipeline | inline |
getConverged() const | MLBase | |
getCrossValidationAccuracy() const | GestureRecognitionPipeline | |
getCrossValidationResults() const | GestureRecognitionPipeline | |
getFeatureExtractionData() const | GestureRecognitionPipeline | |
getFeatureExtractionData(const UINT moduleIndex) const | GestureRecognitionPipeline | |
getFeatureExtractionModule(const UINT moduleIndex) const | GestureRecognitionPipeline | |
getFeatureExtractionModule(const UINT moduleIndex) const | GestureRecognitionPipeline | inline |
getFeatureExtractionModule(const UINT moduleIndex) | GestureRecognitionPipeline | inline |
getGRTBasePointer() | GRTBase | |
getGRTBasePointer() const | GRTBase | |
getGRTRevison() | GRTBase | static |
getGRTVersion(bool returnRevision=true) | GRTBase | static |
getId() const | GRTBase | |
getInfo() const (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
getInputType() const | MLBase | |
getInputVectorDimensionsSize() const | GestureRecognitionPipeline | |
getIsBaseTypeClassifier() const | MLBase | |
getIsBaseTypeClusterer() const | MLBase | |
getIsBaseTypeRegressifier() const | MLBase | |
getIsClassifierSet() const | GestureRecognitionPipeline | |
getIsClustererSet() const | GestureRecognitionPipeline | |
getIsContextSet() const | GestureRecognitionPipeline | |
getIsFeatureExtractionSet() const | GestureRecognitionPipeline | |
getIsInitialized() const | GestureRecognitionPipeline | virtual |
getIsPipelineInClassificationMode() const | GestureRecognitionPipeline | |
getIsPipelineInRegressionMode() const | GestureRecognitionPipeline | |
getIsPipelineModeSet() const | GestureRecognitionPipeline | |
getIsPostProcessingSet() const | GestureRecognitionPipeline | |
getIsPreProcessingSet() const | GestureRecognitionPipeline | |
getIsRegressifierSet() const | GestureRecognitionPipeline | |
getLastErrorMessage() const | GRTBase | |
getLastInfoMessage() const | GRTBase | |
getLastWarningMessage() const | GRTBase | |
getLearningRate() const | MLBase | |
getMaximumLikelihood() const | GestureRecognitionPipeline | |
getMaxNumEpochs() const | MLBase | |
getMinChange() const | MLBase | |
getMinNumEpochs() const | MLBase | |
getMLBasePointer() | MLBase | |
getMLBasePointer() const | MLBase | |
getModel(std::ostream &stream) const | MLBase | virtual |
getModelAsString() const override | GestureRecognitionPipeline | virtual |
getNullRejectionThresholds() const | GestureRecognitionPipeline | |
getNumClasses() const | GestureRecognitionPipeline | |
getNumClassesInModel() const | GestureRecognitionPipeline | |
getNumFeatureExtractionModules() const | GestureRecognitionPipeline | |
getNumInputDimensions() const | MLBase | |
getNumInputFeatures() const | MLBase | |
getNumOutputDimensions() const | MLBase | |
getNumPostProcessingModules() const | GestureRecognitionPipeline | |
getNumPreProcessingModules() const | GestureRecognitionPipeline | |
getNumRestarts() const | MLBase | |
getNumTestSamples() const | GestureRecognitionPipeline | |
getNumTrainingIterationsToConverge() const | MLBase | |
getNumTrainingSamples() const | GestureRecognitionPipeline | |
getOutputType() const | MLBase | |
getOutputVectorDimensionsSize() const | GestureRecognitionPipeline | |
getPhase() const | GestureRecognitionPipeline | |
getPipelineModeAsString() const | GestureRecognitionPipeline | |
getPipelineModeFromString(std::string pipelineMode) const | GestureRecognitionPipeline | |
getPostProcessingModule(UINT moduleIndex) const | GestureRecognitionPipeline | |
getPostProcessingModule(const UINT moduleIndex) const | GestureRecognitionPipeline | inline |
getPostProcessingModule(const UINT moduleIndex) | GestureRecognitionPipeline | inline |
getPredictedClassLabel() const | GestureRecognitionPipeline | |
getPredictionModuleIndexPosition() const | GestureRecognitionPipeline | |
getPreProcessedData() const | GestureRecognitionPipeline | |
getPreProcessedData(UINT moduleIndex) const | GestureRecognitionPipeline | |
getPreProcessingModule(const UINT moduleIndex) const | GestureRecognitionPipeline | |
getPreProcessingModule(const UINT moduleIndex) const | GestureRecognitionPipeline | inline |
getPreProcessingModule(const UINT moduleIndex) | GestureRecognitionPipeline | inline |
getRandomiseTrainingOrder() const | MLBase | |
getRegressifier() const | GestureRecognitionPipeline | |
getRegressifier() const | GestureRecognitionPipeline | inline |
getRegressifier() | GestureRecognitionPipeline | inline |
getRegressionData() const | GestureRecognitionPipeline | |
getRMSTrainingError() const | MLBase | |
getRMSValidationError() const | MLBase | |
getScalingEnabled() const | MLBase | |
getTestAccuracy() const | GestureRecognitionPipeline | |
getTestConfusionMatrix() const | GestureRecognitionPipeline | |
getTestFMeasure(const UINT classLabel) const | GestureRecognitionPipeline | |
getTestFMeasure() const | GestureRecognitionPipeline | |
getTestingLoggingEnabled() const | MLBase | |
getTestInstanceResults() const | GestureRecognitionPipeline | |
getTestPrecision(const UINT classLabel) const | GestureRecognitionPipeline | |
getTestPrecision() const | GestureRecognitionPipeline | |
getTestRecall(const UINT classLabel) const | GestureRecognitionPipeline | |
getTestRecall() const | GestureRecognitionPipeline | |
getTestRejectionPrecision() const | GestureRecognitionPipeline | |
getTestRejectionRecall() const | GestureRecognitionPipeline | |
getTestResults() const | GestureRecognitionPipeline | |
getTestRMSError() const | GestureRecognitionPipeline | |
getTestSSError() const | GestureRecognitionPipeline | |
getTestTime() const | GestureRecognitionPipeline | |
getTotalSquaredTrainingError() const | MLBase | |
getTrained() const | MLBase | |
getTrainingLoggingEnabled() const | MLBase | |
getTrainingResults() const | GestureRecognitionPipeline | |
getTrainingRMSError() const | GestureRecognitionPipeline | |
getTrainingSetAccuracy() const | GestureRecognitionPipeline | |
getTrainingSSError() const | GestureRecognitionPipeline | |
getTrainingTime() const | GestureRecognitionPipeline | |
getType() const | MLBase | |
getUnProcessedPredictedClassLabel() const | GestureRecognitionPipeline | |
getUnProcessedRegressionData() const | GestureRecognitionPipeline | |
getUseValidationSet() const | MLBase | |
getValidationSetAccuracy() const | MLBase | |
getValidationSetPrecision() const | MLBase | |
getValidationSetRecall() const | MLBase | |
getValidationSetSize() const | MLBase | |
GRT_DEPRECATED_MSG("map_(VectorFloat &inputVector) is deprecated, use predict_(VectorFloat &inputVector) instead", virtual bool map_(VectorFloat &inputVector) override) | GestureRecognitionPipeline | |
GRT_DEPRECATED_MSG("savePipelineToFile(std::string filename) is deprecated, use save(std::string &filename) instead", bool savePipelineToFile(const std::string &filename) const ) | GestureRecognitionPipeline | |
GRT_DEPRECATED_MSG("loadPipelineFromFile(std::string filename) is deprecated, use load(std::string &filename) instead", bool loadPipelineFromFile(const std::string &filename)) | GestureRecognitionPipeline | |
GRT_DEPRECATED_MSG("use clear() instead.", bool clearAll()) | GestureRecognitionPipeline | |
MLBase::GRT_DEPRECATED_MSG("saveModelToFile(std::string filename) is deprecated, use save(const std::string &filename) instead", virtual bool saveModelToFile(const std::string &filename) const ) | MLBase | |
MLBase::GRT_DEPRECATED_MSG("saveModelToFile(std::fstream &file) is deprecated, use save(std::fstream &file) instead", virtual bool saveModelToFile(std::fstream &file) const ) | MLBase | |
MLBase::GRT_DEPRECATED_MSG("loadModelFromFile(std::string filename) is deprecated, use load(const std::string &filename) instead", virtual bool loadModelFromFile(const std::string &filename)) | MLBase | |
MLBase::GRT_DEPRECATED_MSG("loadModelFromFile(std::fstream &file) is deprecated, use load(std::fstream &file) instead", virtual bool loadModelFromFile(std::fstream &file)) | MLBase | |
MLBase::GRT_DEPRECATED_MSG("getRootMeanSquaredTrainingError() is deprecated, use getRMSTrainingError() instead", Float getRootMeanSquaredTrainingError() const ) | MLBase | |
MLBase::GRT_DEPRECATED_MSG("getModelTrained() is deprecated, use getTrained() instead", bool getModelTrained() const ) | MLBase | |
GRTBase::GRT_DEPRECATED_MSG("getClassType is deprecated, use getId() instead!", std::string getClassType() const ) | GRTBase | |
GRTBase(const std::string &id="") | GRTBase | |
info (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
infoLog (defined in GRTBase) | GRTBase | protected |
init() (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
initialized (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
inputType (defined in MLBase) | MLBase | protected |
inputVectorDimensions (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
learningRate (defined in MLBase) | MLBase | protected |
load(const std::string &filename) override | GestureRecognitionPipeline | virtual |
MLBase::load(std::fstream &file) | MLBase | virtual |
loadBaseSettingsFromFile(std::fstream &file) | MLBase | protected |
map(VectorFloat inputVector) | MLBase | virtual |
map_(VectorFloat &inputVector) | MLBase | virtual |
maxNumEpochs (defined in MLBase) | MLBase | protected |
minChange (defined in MLBase) | MLBase | protected |
minNumEpochs (defined in MLBase) | MLBase | protected |
MLBase(const std::string &id="", const BaseType type=BASE_TYPE_NOT_SET) | MLBase | |
notify(const TrainingResult &data) (defined in Observer< TrainingResult >) | Observer< TrainingResult > | inlinevirtual |
notify(const TestInstanceResult &data) (defined in Observer< TestInstanceResult >) | Observer< TestInstanceResult > | inlinevirtual |
notifyTestResultsObservers(const TestInstanceResult &data) | MLBase | |
notifyTrainingResultsObservers(const TrainingResult &data) | MLBase | |
NUM_CONTEXT_LEVELS enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
numInputDimensions (defined in MLBase) | MLBase | protected |
numOutputDimensions (defined in MLBase) | MLBase | protected |
numRestarts (defined in MLBase) | MLBase | protected |
numTestSamples (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
numTrainingIterationsToConverge (defined in MLBase) | MLBase | protected |
numTrainingSamples (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
Observer() (defined in Observer< TrainingResult >) | Observer< TrainingResult > | inline |
Observer() (defined in Observer< TestInstanceResult >) | Observer< TestInstanceResult > | inline |
operator<<(const PreProcessing &module) | GestureRecognitionPipeline | |
operator<<(const FeatureExtraction &module) | GestureRecognitionPipeline | |
operator<<(const Classifier &module) | GestureRecognitionPipeline | |
operator<<(const Regressifier &module) | GestureRecognitionPipeline | |
operator<<(const Clusterer &module) | GestureRecognitionPipeline | |
operator<<(const PostProcessing &module) | GestureRecognitionPipeline | |
operator=(const GestureRecognitionPipeline &rhs) | GestureRecognitionPipeline | |
outputType (defined in MLBase) | MLBase | protected |
outputVectorDimensions (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
PIPELINE_MODE_NOT_SET enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
pipelineMode (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
PipelineModes enum name (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
POST_PROCESSING enum value (defined in MLBase) | MLBase | |
postProcessingModules (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
PRE_PROCSSING enum value (defined in MLBase) | MLBase | |
predict(VectorFloat inputVector) | MLBase | virtual |
predict(MatrixFloat inputMatrix) | MLBase | virtual |
predict_(VectorFloat &inputVector) override | GestureRecognitionPipeline | virtual |
predict_(MatrixFloat &inputMatrix) override | GestureRecognitionPipeline | virtual |
predict_classifier(const VectorFloat &inputVector) (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
predict_clusterer(const VectorFloat &inputVector) (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
predict_frame(const MatrixFloat &input) (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
predict_regressifier(const VectorFloat &inputVector) (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
predict_timeseries(const MatrixFloat &input) (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
predictedClassLabel (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
predictedClusterLabel (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
predictionModuleIndex (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
preProcessData(VectorFloat inputVector, bool computeFeatures=true) | GestureRecognitionPipeline | |
preProcessingModules (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
print() const | MLBase | virtual |
random (defined in MLBase) | MLBase | protected |
randomiseTrainingOrder (defined in MLBase) | MLBase | protected |
registerTestResultsObserver(Observer< TestInstanceResult > &observer) | MLBase | |
registerTrainingResultsObserver(Observer< TrainingResult > &observer) | MLBase | |
regressifier (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
REGRESSIFIER enum value (defined in MLBase) | MLBase | |
REGRESSION_MODE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
regressionData (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
removeAllContextModules() | GestureRecognitionPipeline | |
removeAllFeatureExtractionModules() | GestureRecognitionPipeline | |
removeAllPostProcessingModules() | GestureRecognitionPipeline | |
removeAllPreProcessingModules() | GestureRecognitionPipeline | |
removeAllTestObservers() | MLBase | |
removeAllTrainingObservers() | MLBase | |
removeClassifier() | GestureRecognitionPipeline | inline |
removeClusterer() | GestureRecognitionPipeline | inline |
removeContextModule(const UINT contextLevel, const UINT moduleIndex) | GestureRecognitionPipeline | |
removeFeatureExtractionModule(UINT moduleIndex) | GestureRecognitionPipeline | |
removePostProcessingModule(const UINT moduleIndex) | GestureRecognitionPipeline | |
removePreProcessingModule(UINT moduleIndex) | GestureRecognitionPipeline | |
removeRegressifier() | GestureRecognitionPipeline | inline |
removeTestResultsObserver(const Observer< TestInstanceResult > &observer) | MLBase | |
removeTrainingResultsObserver(const Observer< TrainingResult > &observer) | MLBase | |
reset() override | GestureRecognitionPipeline | virtual |
rmsTrainingError (defined in MLBase) | MLBase | protected |
rmsValidationError (defined in MLBase) | MLBase | protected |
save(const std::string &filename) const override | GestureRecognitionPipeline | virtual |
MLBase::save(std::fstream &file) const | MLBase | virtual |
saveBaseSettingsToFile(std::fstream &file) const | MLBase | protected |
scale(const Float &x, const Float &minSource, const Float &maxSource, const Float &minTarget, const Float &maxTarget, const bool constrain=false) | GRTBase | inline |
setBatchSize(const UINT batchSize) | MLBase | |
setClassifier(const Classifier &classifier) | GestureRecognitionPipeline | |
setClusterer(const Clusterer &clusterer) | GestureRecognitionPipeline | |
setDebugLoggingEnabled(const bool loggingEnabled) | GRTBase | |
setErrorLoggingEnabled(const bool loggingEnabled) | GRTBase | |
setFeatureExtractionModule(const FeatureExtraction &featureExtractionModule) | GestureRecognitionPipeline | |
setInfo(const std::string &info) | GestureRecognitionPipeline | |
setInfoLoggingEnabled(const bool loggingEnabled) | GRTBase | |
setLearningRate(const Float learningRate) | MLBase | |
setMaxNumEpochs(const UINT maxNumEpochs) | MLBase | |
setMinChange(const Float minChange) | MLBase | |
setMinNumEpochs(const UINT minNumEpochs) | MLBase | |
setNumRestarts(const UINT numRestarts) | MLBase | |
setPostProcessingModule(const PostProcessing &postProcessingModule) | GestureRecognitionPipeline | |
setPreProcessingModule(const PreProcessing &preProcessingModule) | GestureRecognitionPipeline | |
setRandomiseTrainingOrder(const bool randomiseTrainingOrder) | MLBase | |
setRegressifier(const Regressifier ®ressifier) | GestureRecognitionPipeline | |
setTestingLoggingEnabled(const bool loggingEnabled) | MLBase | |
setTrainingLoggingEnabled(const bool loggingEnabled) | MLBase | |
setUseValidationSet(const bool useValidationSet) | MLBase | |
setValidationSetSize(const UINT validationSetSize) | MLBase | |
setWarningLoggingEnabled(const bool loggingEnabled) | GRTBase | |
SQR(const Float &x) const (defined in GRTBase) | GRTBase | inline |
START_OF_PIPELINE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
test(const ClassificationData &testData) | GestureRecognitionPipeline | virtual |
test(const TimeSeriesClassificationData &testData) | GestureRecognitionPipeline | virtual |
test(const ClassificationDataStream &testData) | GestureRecognitionPipeline | virtual |
test(const RegressionData &testData) | GestureRecognitionPipeline | virtual |
testAccuracy (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testConfusionMatrix (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testFMeasure (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testingLog (defined in MLBase) | MLBase | protected |
testPrecision (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testRecall (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testRejectionPrecision (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testRejectionRecall (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testResults (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testResultsObserverManager (defined in MLBase) | MLBase | protected |
testRMSError (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testSquaredError (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testTime (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
totalSquaredTrainingError (defined in MLBase) | MLBase | protected |
train(const ClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false) | GestureRecognitionPipeline | virtual |
train(const TimeSeriesClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false) | GestureRecognitionPipeline | virtual |
train(const RegressionData &trainingData, const UINT kFoldValue) | GestureRecognitionPipeline | virtual |
MLBase::train(ClassificationData trainingData) | MLBase | virtual |
MLBase::train(RegressionData trainingData) | MLBase | virtual |
MLBase::train(RegressionData trainingData, RegressionData validationData) | MLBase | virtual |
MLBase::train(TimeSeriesClassificationData trainingData) | MLBase | virtual |
MLBase::train(ClassificationDataStream trainingData) | MLBase | virtual |
MLBase::train(UnlabelledData trainingData) | MLBase | virtual |
MLBase::train(MatrixFloat data) | MLBase | virtual |
train_(ClassificationData &trainingData) override | GestureRecognitionPipeline | virtual |
train_(ClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false) | GestureRecognitionPipeline | virtual |
train_(TimeSeriesClassificationData &trainingData) override | GestureRecognitionPipeline | virtual |
train_(TimeSeriesClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false) | GestureRecognitionPipeline | virtual |
train_(ClassificationDataStream &trainingData) override | GestureRecognitionPipeline | virtual |
train_(RegressionData &trainingData) override | GestureRecognitionPipeline | virtual |
train_(RegressionData &trainingData, RegressionData &validationData) override | GestureRecognitionPipeline | virtual |
train_(RegressionData &trainingData, const UINT kFoldValue) | GestureRecognitionPipeline | virtual |
train_(UnlabelledData &trainingData) override | GestureRecognitionPipeline | virtual |
MLBase::train_(MatrixFloat &data) | MLBase | virtual |
trained (defined in MLBase) | MLBase | protected |
trainingLog (defined in MLBase) | MLBase | protected |
trainingResults (defined in MLBase) | MLBase | protected |
trainingResultsObserverManager (defined in MLBase) | MLBase | protected |
trainingTime (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
updateContextModule(bool value, UINT contextLevel=0, UINT moduleIndex=0) | GestureRecognitionPipeline | |
updateTestMetrics(const UINT classLabel, const UINT predictedClassLabel, VectorFloat &precisionCounter, VectorFloat &recallCounter, Float &rejectionPrecisionCounter, Float &rejectionRecallCounter, VectorFloat &confusionMatrixCounter) (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
useScaling (defined in MLBase) | MLBase | protected |
useValidationSet (defined in MLBase) | MLBase | protected |
validationSetAccuracy (defined in MLBase) | MLBase | protected |
validationSetPrecision (defined in MLBase) | MLBase | protected |
validationSetRecall (defined in MLBase) | MLBase | protected |
validationSetSize (defined in MLBase) | MLBase | protected |
warningLog (defined in GRTBase) | GRTBase | protected |
~GestureRecognitionPipeline(void) | GestureRecognitionPipeline | virtual |
~GRTBase(void) | GRTBase | virtual |
~MLBase(void) | MLBase | virtual |
~Observer() (defined in Observer< TrainingResult >) | Observer< TrainingResult > | inlinevirtual |
~Observer() (defined in Observer< TestInstanceResult >) | Observer< TestInstanceResult > | inlinevirtual |