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GestureRecognitionToolkit
Version: 0.1.0
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
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GestureRecognitionToolkit
Version: 0.1.0
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
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This is the complete list of members for DecisionTreeClusterNode, including all inherited members.
| classProbabilities (defined in DecisionTreeNode) | DecisionTreeNode | protected |
| classType (defined in GRTBase) | GRTBase | protected |
| clear() | DecisionTreeClusterNode | virtual |
| computeBestSpilt(const UINT &numSplittingSteps, const ClassificationData &trainingData, const Vector< UINT > &features, const Vector< UINT > &classLabels, UINT &featureIndex, Float &minError) (defined in DecisionTreeClusterNode) | DecisionTreeClusterNode | protected |
| DecisionTreeNode::computeBestSpilt(const UINT &trainingMode, const UINT &numSplittingSteps, const ClassificationData &trainingData, const Vector< UINT > &features, const Vector< UINT > &classLabels, UINT &featureIndex, Float &minError) | DecisionTreeNode | virtual |
| computeBestSpiltBestIterativeSpilt(const UINT &numSplittingSteps, const ClassificationData &trainingData, const Vector< UINT > &features, const Vector< UINT > &classLabels, UINT &featureIndex, Float &minError) (defined in DecisionTreeClusterNode) | DecisionTreeClusterNode | protectedvirtual |
| computeBestSpiltBestRandomSpilt(const UINT &numSplittingSteps, const ClassificationData &trainingData, const Vector< UINT > &features, const Vector< UINT > &classLabels, UINT &featureIndex, Float &minError) (defined in DecisionTreeClusterNode) | DecisionTreeClusterNode | protectedvirtual |
| computeError(const ClassificationData &trainingData, MatrixFloat &data, const Vector< UINT > &classLabels, Vector< MinMax > ranges, Vector< UINT > groupIndex, const UINT featureIndex, Float &threshold, Float &error) (defined in DecisionTreeClusterNode) | DecisionTreeClusterNode | protected |
| computeFeatureWeights(VectorFloat &weights) const | DecisionTreeClusterNode | virtual |
| computeLeafNodeWeights(MatrixFloat &weights) const | DecisionTreeClusterNode | virtual |
| copyGRTBaseVariables(const GRTBase *GRTBase) | GRTBase | |
| createInstanceFromString(std::string const &nodeType) | Node | static |
| createNewInstance() const | Node | |
| debugLog (defined in GRTBase) | GRTBase | protected |
| DecisionTreeClusterNode() | DecisionTreeClusterNode | |
| DecisionTreeNode() | DecisionTreeNode | |
| deepCopy() const | DecisionTreeClusterNode | |
| deepCopyNode() const | DecisionTreeClusterNode | virtual |
| depth (defined in Node) | Node | protected |
| errorLog (defined in GRTBase) | GRTBase | protected |
| featureIndex (defined in DecisionTreeClusterNode) | DecisionTreeClusterNode | protected |
| getClassLabelIndexValue(UINT classLabel, const Vector< UINT > &classLabels) (defined in DecisionTreeNode) | DecisionTreeNode | static |
| getClassProbabilities() const | DecisionTreeNode | |
| getClassType() const | GRTBase | |
| getDepth() const | Node | |
| getFeatureIndex() const | DecisionTreeClusterNode | |
| getGRTBasePointer() | GRTBase | |
| getGRTBasePointer() const | GRTBase | |
| getGRTRevison() | GRTBase | static |
| getGRTVersion(bool returnRevision=true) | GRTBase | static |
| getHasLeftChild() const | Node | |
| getHasParent() const | Node | |
| getHasRightChild() const | Node | |
| getIsLeafNode() const | Node | |
| getLastErrorMessage() const | GRTBase | |
| getLastInfoMessage() const | GRTBase | |
| getLastWarningMessage() const | GRTBase | |
| getLeftChild() const (defined in Node) | Node | inline |
| getMap() (defined in Node) | Node | inlineprotectedstatic |
| getMaxDepth() const (defined in Node) | Node | |
| getModel(std::ostream &stream) const | DecisionTreeClusterNode | virtual |
| getNodeID() const | Node | |
| getNodeSize() const | DecisionTreeNode | |
| getNodeType() const | Node | |
| getNumClasses() const | DecisionTreeNode | |
| getParent() const (defined in Node) | Node | inline |
| getPredictedNodeID() const | Node | |
| getRightChild() const (defined in Node) | Node | inline |
| getThreshold() const | DecisionTreeClusterNode | |
| GRTBase(void) | GRTBase | |
| infoLog (defined in GRTBase) | GRTBase | protected |
| initNode(Node *parent, const UINT depth, const UINT nodeID, const bool isLeafNode=false) (defined in Node) | Node | |
| isLeafNode (defined in Node) | Node | protected |
| leftChild (defined in Node) | Node | protected |
| loadFromFile(std::fstream &file) | Node | virtual |
| loadParametersFromFile(std::fstream &file) | DecisionTreeClusterNode | protectedvirtual |
| Node() | Node | |
| nodeID (defined in Node) | Node | protected |
| nodeSize (defined in DecisionTreeNode) | DecisionTreeNode | protected |
| nodeType (defined in Node) | Node | protected |
| parent (defined in Node) | Node | protected |
| predict(const VectorFloat &x) | DecisionTreeClusterNode | virtual |
| DecisionTreeNode::predict(const VectorFloat &x, VectorFloat &classLikelihoods) | DecisionTreeNode | virtual |
| predictedNodeID (defined in Node) | Node | protected |
| print() const | DecisionTreeClusterNode | virtual |
| registerModule (defined in DecisionTreeClusterNode) | DecisionTreeClusterNode | protectedstatic |
| rightChild (defined in Node) | Node | protected |
| saveParametersToFile(std::fstream &file) const | DecisionTreeClusterNode | protectedvirtual |
| saveToFile(std::fstream &file) const | Node | virtual |
| set(const UINT nodeSize, const UINT featureIndex, const Float threshold, const VectorFloat &classProbabilities) | DecisionTreeClusterNode | |
| setClassProbabilities(const VectorFloat &classProbabilities) | DecisionTreeNode | |
| setDepth(const UINT depth) (defined in Node) | Node | |
| setErrorLoggingEnabled(const bool loggingEnabled) | GRTBase | |
| setInfoLoggingEnabled(const bool loggingEnabled) | GRTBase | |
| setIsLeafNode(const bool isLeafNode) (defined in Node) | Node | |
| setLeafNode(const UINT nodeSize, const VectorFloat &classProbabilities) | DecisionTreeNode | |
| setLeftChild(Node *leftChild) (defined in Node) | Node | |
| setNodeID(const UINT nodeID) (defined in Node) | Node | |
| setNodeSize(const UINT nodeSize) | DecisionTreeNode | |
| setParent(Node *parent) (defined in Node) | Node | |
| setRightChild(Node *rightChild) (defined in Node) | Node | |
| setWarningLoggingEnabled(const bool loggingEnabled) | GRTBase | |
| SQR(const Float &x) const (defined in GRTBase) | GRTBase | inlineprotected |
| StringNodeMap typedef | Node | |
| testingLog (defined in GRTBase) | GRTBase | protected |
| threshold (defined in DecisionTreeClusterNode) | DecisionTreeClusterNode | protected |
| trainingLog (defined in GRTBase) | GRTBase | protected |
| warningLog (defined in GRTBase) | GRTBase | protected |
| ~DecisionTreeClusterNode() | DecisionTreeClusterNode | virtual |
| ~DecisionTreeNode() | DecisionTreeNode | virtual |
| ~GRTBase(void) | GRTBase | virtual |
| ~Node() | Node | virtual |
1.8.11 
