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 | |
CLASSIFICATION_MODE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
classifier (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
classType (defined in GRTBase) | GRTBase | protected |
clear() | GestureRecognitionPipeline | |
clearModel() | GestureRecognitionPipeline | |
clearTestResults() | GestureRecognitionPipeline | |
CLUSTER_MODE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
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 |
ContextLevels enum name (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
contextModules (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
copyGRTBaseVariables(const GRTBase *GRTBase) | GRTBase | |
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 |
END_OF_PIPELINE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
errorLog (defined in GRTBase) | GRTBase | protected |
featureExtractionModules (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
GestureRecognitionPipeline(void) | GestureRecognitionPipeline | |
GestureRecognitionPipeline(const GestureRecognitionPipeline &rhs) | GestureRecognitionPipeline | |
getClassDistances() const | GestureRecognitionPipeline | |
getClassifier() const | GestureRecognitionPipeline | |
getClassifier() const | GestureRecognitionPipeline | inline |
getClassLabels() const | GestureRecognitionPipeline | |
getClassLikelihoods() const | GestureRecognitionPipeline | |
getClassType() const | GRTBase | |
getCluster() const | GestureRecognitionPipeline | inline |
getClusterer() const | GestureRecognitionPipeline | |
getContextModule(const UINT contextLevel, const UINT moduleIndex) const | GestureRecognitionPipeline | |
getContextModule(const UINT contextLevel, const UINT moduleIndex) const | GestureRecognitionPipeline | inline |
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 |
getGRTBasePointer() | GRTBase | |
getGRTBasePointer() const | GRTBase | |
getGRTRevison() | GRTBase | static |
getGRTVersion(bool returnRevision=true) | GRTBase | static |
getInfo() const (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
getInputVectorDimensionsSize() const | GestureRecognitionPipeline | |
getIsClassifierSet() const | GestureRecognitionPipeline | |
getIsClustererSet() const | GestureRecognitionPipeline | |
getIsContextSet() const | GestureRecognitionPipeline | |
getIsFeatureExtractionSet() const | GestureRecognitionPipeline | |
getIsInitialized() const | GestureRecognitionPipeline | |
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 | |
getMaximumLikelihood() const | GestureRecognitionPipeline | |
getModelAsString() const | GestureRecognitionPipeline | |
getNullRejectionThresholds() const | GestureRecognitionPipeline | |
getNumClasses() const | GestureRecognitionPipeline | |
getNumClassesInModel() const | GestureRecognitionPipeline | |
getNumFeatureExtractionModules() const | GestureRecognitionPipeline | |
getNumPostProcessingModules() const | GestureRecognitionPipeline | |
getNumPreProcessingModules() const | GestureRecognitionPipeline | |
getNumTestSamples() const | GestureRecognitionPipeline | |
getNumTrainingSamples() const | GestureRecognitionPipeline | |
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 |
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 |
getRegressifier() const | GestureRecognitionPipeline | |
getRegressifier() const | GestureRecognitionPipeline | inline |
getRegressionData() const | GestureRecognitionPipeline | |
getTestAccuracy() const | GestureRecognitionPipeline | |
getTestConfusionMatrix() const | GestureRecognitionPipeline | |
getTestFMeasure(const UINT classLabel) const | GestureRecognitionPipeline | |
getTestFMeasure() const | GestureRecognitionPipeline | |
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 | |
getTrained() const | GestureRecognitionPipeline | |
getTrainingRMSError() const | GestureRecognitionPipeline | |
getTrainingSSError() const | GestureRecognitionPipeline | |
getTrainingTime() const | GestureRecognitionPipeline | |
getUnProcessedPredictedClassLabel() const | GestureRecognitionPipeline | |
getUnProcessedRegressionData() const | GestureRecognitionPipeline | |
GRT_DEPRECATED_MSG("use clear() instead.", bool clearAll()) | GestureRecognitionPipeline | |
GRTBase(void) | 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 |
inputVectorDimensions (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
load(const std::string &filename) | GestureRecognitionPipeline | |
loadPipelineFromFile(const std::string &filename) | GestureRecognitionPipeline | |
map(const VectorFloat &inputVector) | GestureRecognitionPipeline | |
NUM_CONTEXT_LEVELS enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
numTestSamples (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
numTrainingSamples (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
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 | |
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 |
postProcessingModules (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
predict(const VectorFloat &inputVector) | GestureRecognitionPipeline | |
predict(const MatrixFloat &inputMatrix) | GestureRecognitionPipeline | |
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 |
regressifier (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
REGRESSION_MODE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
regressionData (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
removeAllContextModules() | GestureRecognitionPipeline | |
removeAllFeatureExtractionModules() | GestureRecognitionPipeline | |
removeAllPostProcessingModules() | GestureRecognitionPipeline | |
removeAllPreProcessingModules() | GestureRecognitionPipeline | |
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 |
reset() | GestureRecognitionPipeline | |
save(const std::string &filename) const | GestureRecognitionPipeline | |
savePipelineToFile(const std::string &filename) const | GestureRecognitionPipeline | |
setClassifier(const Classifier &classifier) | GestureRecognitionPipeline | |
setClusterer(const Clusterer &clusterer) | GestureRecognitionPipeline | |
setErrorLoggingEnabled(const bool loggingEnabled) | GRTBase | |
setFeatureExtractionModule(const FeatureExtraction &featureExtractionModule) | GestureRecognitionPipeline | |
setInfo(const std::string &info) | GestureRecognitionPipeline | |
setInfoLoggingEnabled(const bool loggingEnabled) | GRTBase | |
setPostProcessingModule(const PostProcessing &postProcessingModule) | GestureRecognitionPipeline | |
setPreProcessingModule(const PreProcessing &preProcessingModule) | GestureRecognitionPipeline | |
setRegressifier(const Regressifier ®ressifier) | GestureRecognitionPipeline | |
setWarningLoggingEnabled(const bool loggingEnabled) | GRTBase | |
SQR(const Float &x) const (defined in GRTBase) | GRTBase | inlineprotected |
START_OF_PIPELINE enum value (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | |
test(const ClassificationData &testData) | GestureRecognitionPipeline | |
test(const TimeSeriesClassificationData &testData) | GestureRecognitionPipeline | |
test(const ClassificationDataStream &testData) | GestureRecognitionPipeline | |
test(const RegressionData &testData) | GestureRecognitionPipeline | |
testAccuracy (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testConfusionMatrix (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testFMeasure (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testingLog (defined in GRTBase) | GRTBase | 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 |
testRMSError (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testSquaredError (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
testTime (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
train(const ClassificationData &trainingData) | GestureRecognitionPipeline | |
train(const ClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false) | GestureRecognitionPipeline | |
train(const TimeSeriesClassificationData &trainingData) | GestureRecognitionPipeline | |
train(const TimeSeriesClassificationData &trainingData, const UINT kFoldValue, const bool useStratifiedSampling=false) | GestureRecognitionPipeline | |
train(const ClassificationDataStream &trainingData) | GestureRecognitionPipeline | |
train(const RegressionData &trainingData) | GestureRecognitionPipeline | |
train(const RegressionData &trainingData, const UINT kFoldValue) | GestureRecognitionPipeline | |
train(const UnlabelledData &trainingData) | GestureRecognitionPipeline | |
trained (defined in GestureRecognitionPipeline) | GestureRecognitionPipeline | protected |
trainingLog (defined in GRTBase) | GRTBase | 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 |
warningLog (defined in GRTBase) | GRTBase | protected |
~GestureRecognitionPipeline(void) | GestureRecognitionPipeline | virtual |
~GRTBase(void) | GRTBase | virtual |