GestureRecognitionToolkit  Version: 0.2.5
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
GestureRecognitionPipeline Member List

This is the complete list of members for GestureRecognitionPipeline, including all inherited members.

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)MLBaseprotected
batchSize (defined in MLBase)MLBaseprotected
classIdGRTBaseprotected
CLASSIFICATION_MODE enum value (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
classifier (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
CLASSIFIER enum value (defined in MLBase)MLBase
clear() overrideGestureRecognitionPipelinevirtual
clearModel()GestureRecognitionPipelinevirtual
clearTestResults()GestureRecognitionPipeline
CLUSTER_MODE enum value (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
CLUSTERER enum value (defined in MLBase)MLBase
clusterer (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
computeTestMetrics(VectorFloat &precisionCounter, VectorFloat &recallCounter, Float &rejectionPrecisionCounter, Float &rejectionRecallCounter, VectorFloat &confusionMatrixCounter, const UINT numTestSamples) (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
CONTEXT enum value (defined in MLBase)MLBase
ContextLevels enum name (defined in GestureRecognitionPipeline)GestureRecognitionPipeline
contextModules (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
converged (defined in MLBase)MLBaseprotected
copyGRTBaseVariables(const GRTBase *GRTBase)GRTBase
copyMLBaseVariables(const MLBase *mlBase)MLBase
crossValidationResults (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
debugLog (defined in GRTBase)GRTBaseprotected
deleteAllContextModules() (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
deleteAllFeatureExtractionModules() (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
deleteAllPostProcessingModules() (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
deleteAllPreProcessingModules() (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
deleteClassifier() (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
deleteClusterer() (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
deleteRegressifier() (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
enableScaling(const bool useScaling)MLBase
END_OF_PIPELINE enum value (defined in GestureRecognitionPipeline)GestureRecognitionPipeline
errorLog (defined in GRTBase)GRTBaseprotected
FEATURE_EXTRACTION enum value (defined in MLBase)MLBase
featureExtractionModules (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
GestureRecognitionPipeline(void)GestureRecognitionPipeline
GestureRecognitionPipeline(const GestureRecognitionPipeline &rhs)GestureRecognitionPipeline
getBatchSize() const MLBase
getClassDistances() const GestureRecognitionPipeline
getClassifier() const GestureRecognitionPipeline
getClassifier() const GestureRecognitionPipelineinline
getClassifier()GestureRecognitionPipelineinline
getClassLabels() const GestureRecognitionPipeline
getClassLikelihoods() const GestureRecognitionPipeline
getCluster() const GestureRecognitionPipelineinline
getCluster()GestureRecognitionPipelineinline
getClusterer() const GestureRecognitionPipeline
getContextModule(const UINT contextLevel, const UINT moduleIndex) const GestureRecognitionPipeline
getContextModule(const UINT contextLevel, const UINT moduleIndex) const GestureRecognitionPipelineinline
getContextModule(const UINT contextLevel, const UINT moduleIndex)GestureRecognitionPipelineinline
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 GestureRecognitionPipelineinline
getFeatureExtractionModule(const UINT moduleIndex)GestureRecognitionPipelineinline
getGRTBasePointer()GRTBase
getGRTBasePointer() const GRTBase
getGRTRevison()GRTBasestatic
getGRTVersion(bool returnRevision=true)GRTBasestatic
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 GestureRecognitionPipelinevirtual
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 MLBasevirtual
getModelAsString() const overrideGestureRecognitionPipelinevirtual
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 GestureRecognitionPipelineinline
getPostProcessingModule(const UINT moduleIndex)GestureRecognitionPipelineinline
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 GestureRecognitionPipelineinline
getPreProcessingModule(const UINT moduleIndex)GestureRecognitionPipelineinline
getRandomiseTrainingOrder() const MLBase
getRegressifier() const GestureRecognitionPipeline
getRegressifier() const GestureRecognitionPipelineinline
getRegressifier()GestureRecognitionPipelineinline
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)GestureRecognitionPipelineprotected
infoLog (defined in GRTBase)GRTBaseprotected
init() (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
initialized (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
inputType (defined in MLBase)MLBaseprotected
inputVectorDimensions (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
learningRate (defined in MLBase)MLBaseprotected
load(const std::string &filename) overrideGestureRecognitionPipelinevirtual
MLBase::load(std::fstream &file)MLBasevirtual
loadBaseSettingsFromFile(std::fstream &file)MLBaseprotected
map(VectorFloat inputVector)MLBasevirtual
map_(VectorFloat &inputVector)MLBasevirtual
maxNumEpochs (defined in MLBase)MLBaseprotected
minChange (defined in MLBase)MLBaseprotected
minNumEpochs (defined in MLBase)MLBaseprotected
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)MLBaseprotected
numOutputDimensions (defined in MLBase)MLBaseprotected
numRestarts (defined in MLBase)MLBaseprotected
numTestSamples (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
numTrainingIterationsToConverge (defined in MLBase)MLBaseprotected
numTrainingSamples (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
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)MLBaseprotected
outputVectorDimensions (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
PIPELINE_MODE_NOT_SET enum value (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
pipelineMode (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
PipelineModes enum name (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
POST_PROCESSING enum value (defined in MLBase)MLBase
postProcessingModules (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
PRE_PROCSSING enum value (defined in MLBase)MLBase
predict(VectorFloat inputVector)MLBasevirtual
predict(MatrixFloat inputMatrix)MLBasevirtual
predict_(VectorFloat &inputVector) overrideGestureRecognitionPipelinevirtual
predict_(MatrixFloat &inputMatrix) overrideGestureRecognitionPipelinevirtual
predict_classifier(const VectorFloat &inputVector) (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
predict_clusterer(const VectorFloat &inputVector) (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
predict_frame(const MatrixFloat &input) (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
predict_regressifier(const VectorFloat &inputVector) (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
predict_timeseries(const MatrixFloat &input) (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
predictedClassLabel (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
predictedClusterLabel (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
predictionModuleIndex (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
preProcessData(VectorFloat inputVector, bool computeFeatures=true)GestureRecognitionPipeline
preProcessingModules (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
print() const MLBasevirtual
random (defined in MLBase)MLBaseprotected
randomiseTrainingOrder (defined in MLBase)MLBaseprotected
registerTestResultsObserver(Observer< TestInstanceResult > &observer)MLBase
registerTrainingResultsObserver(Observer< TrainingResult > &observer)MLBase
regressifier (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
REGRESSIFIER enum value (defined in MLBase)MLBase
REGRESSION_MODE enum value (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
regressionData (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
removeAllContextModules()GestureRecognitionPipeline
removeAllFeatureExtractionModules()GestureRecognitionPipeline
removeAllPostProcessingModules()GestureRecognitionPipeline
removeAllPreProcessingModules()GestureRecognitionPipeline
removeAllTestObservers()MLBase
removeAllTrainingObservers()MLBase
removeClassifier()GestureRecognitionPipelineinline
removeClusterer()GestureRecognitionPipelineinline
removeContextModule(const UINT contextLevel, const UINT moduleIndex)GestureRecognitionPipeline
removeFeatureExtractionModule(UINT moduleIndex)GestureRecognitionPipeline
removePostProcessingModule(const UINT moduleIndex)GestureRecognitionPipeline
removePreProcessingModule(UINT moduleIndex)GestureRecognitionPipeline
removeRegressifier()GestureRecognitionPipelineinline
removeTestResultsObserver(const Observer< TestInstanceResult > &observer)MLBase
removeTrainingResultsObserver(const Observer< TrainingResult > &observer)MLBase
reset() overrideGestureRecognitionPipelinevirtual
rmsTrainingError (defined in MLBase)MLBaseprotected
rmsValidationError (defined in MLBase)MLBaseprotected
save(const std::string &filename) const overrideGestureRecognitionPipelinevirtual
MLBase::save(std::fstream &file) const MLBasevirtual
saveBaseSettingsToFile(std::fstream &file) const MLBaseprotected
scale(const Float &x, const Float &minSource, const Float &maxSource, const Float &minTarget, const Float &maxTarget, const bool constrain=false)GRTBaseinline
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 &regressifier)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)GRTBaseinline
START_OF_PIPELINE enum value (defined in GestureRecognitionPipeline)GestureRecognitionPipeline
test(const ClassificationData &testData)GestureRecognitionPipelinevirtual
test(const TimeSeriesClassificationData &testData)GestureRecognitionPipelinevirtual
test(const ClassificationDataStream &testData)GestureRecognitionPipelinevirtual
test(const RegressionData &testData)GestureRecognitionPipelinevirtual
testAccuracy (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testConfusionMatrix (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testFMeasure (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testingLog (defined in MLBase)MLBaseprotected
testPrecision (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testRecall (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testRejectionPrecision (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testRejectionRecall (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testResults (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testResultsObserverManager (defined in MLBase)MLBaseprotected
testRMSError (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testSquaredError (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
testTime (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
totalSquaredTrainingError (defined in MLBase)MLBaseprotected
train(const ClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false)GestureRecognitionPipelinevirtual
train(const TimeSeriesClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false)GestureRecognitionPipelinevirtual
train(const RegressionData &trainingData, const UINT kFoldValue)GestureRecognitionPipelinevirtual
MLBase::train(ClassificationData trainingData)MLBasevirtual
MLBase::train(RegressionData trainingData)MLBasevirtual
MLBase::train(RegressionData trainingData, RegressionData validationData)MLBasevirtual
MLBase::train(TimeSeriesClassificationData trainingData)MLBasevirtual
MLBase::train(ClassificationDataStream trainingData)MLBasevirtual
MLBase::train(UnlabelledData trainingData)MLBasevirtual
MLBase::train(MatrixFloat data)MLBasevirtual
train_(ClassificationData &trainingData) overrideGestureRecognitionPipelinevirtual
train_(ClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false)GestureRecognitionPipelinevirtual
train_(TimeSeriesClassificationData &trainingData) overrideGestureRecognitionPipelinevirtual
train_(TimeSeriesClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false)GestureRecognitionPipelinevirtual
train_(ClassificationDataStream &trainingData) overrideGestureRecognitionPipelinevirtual
train_(RegressionData &trainingData) overrideGestureRecognitionPipelinevirtual
train_(RegressionData &trainingData, RegressionData &validationData) overrideGestureRecognitionPipelinevirtual
train_(RegressionData &trainingData, const UINT kFoldValue)GestureRecognitionPipelinevirtual
train_(UnlabelledData &trainingData) overrideGestureRecognitionPipelinevirtual
MLBase::train_(MatrixFloat &data)MLBasevirtual
trained (defined in MLBase)MLBaseprotected
trainingLog (defined in MLBase)MLBaseprotected
trainingResults (defined in MLBase)MLBaseprotected
trainingResultsObserverManager (defined in MLBase)MLBaseprotected
trainingTime (defined in GestureRecognitionPipeline)GestureRecognitionPipelineprotected
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)GestureRecognitionPipelineprotected
useScaling (defined in MLBase)MLBaseprotected
useValidationSet (defined in MLBase)MLBaseprotected
validationSetAccuracy (defined in MLBase)MLBaseprotected
validationSetPrecision (defined in MLBase)MLBaseprotected
validationSetRecall (defined in MLBase)MLBaseprotected
validationSetSize (defined in MLBase)MLBaseprotected
warningLog (defined in GRTBase)GRTBaseprotected
~GestureRecognitionPipeline(void)GestureRecognitionPipelinevirtual
~GRTBase(void)GRTBasevirtual
~MLBase(void)MLBasevirtual
~Observer() (defined in Observer< TrainingResult >)Observer< TrainingResult >inlinevirtual
~Observer() (defined in Observer< TestInstanceResult >)Observer< TestInstanceResult >inlinevirtual