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GestureRecognitionToolkit
Version: 0.2.0
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: 0.2.0
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
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#include <MinDistModel.h>
Public Member Functions | |
| MinDistModel () | |
| MinDistModel (const MinDistModel &rhs) | |
| ~MinDistModel (void) | |
| MinDistModel & | operator= (const MinDistModel &rhs) |
| bool | train (UINT classLabel, MatrixFloat &trainingData, UINT numClusters, Float minChange, UINT maxNumEpochs) |
| Float | predict (const VectorFloat &observation) |
| void | recomputeThresholdValue () |
| UINT | getClassLabel () const |
| UINT | getNumFeatures () const |
| UINT | getNumClusters () const |
| UINT | getDistanceMode () const |
| Float | getRejectionThreshold () const |
| Float | getGamma () const |
| Float | getTrainingMu () const |
| Float | getTrainingSigma () const |
| MatrixFloat | getClusters () const |
| bool | setClassLabel (UINT classLabel) |
| bool | setClusters (MatrixFloat &clusters) |
| bool | setGamma (Float gamma) |
| bool | setRejectionThreshold (Float rejectionThreshold) |
| bool | setTrainingSigma (Float trainingSigma) |
| bool | setTrainingMu (Float trainingMu) |
GRT MIT License Copyright (c) <2012> <Nicholas Gillian, Media Lab, MIT>
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Definition at line 37 of file MinDistModel.h.
| GRT_BEGIN_NAMESPACE MinDistModel::MinDistModel | ( | ) |
Default Constructor
Definition at line 23 of file MinDistModel.cpp.
| MinDistModel::MinDistModel | ( | const MinDistModel & | rhs | ) |
Default Copy Constructor
Definition at line 33 of file MinDistModel.cpp.
| MinDistModel::~MinDistModel | ( | void | ) |
Default Destructor
Definition at line 45 of file MinDistModel.cpp.
| MinDistModel & MinDistModel::operator= | ( | const MinDistModel & | rhs | ) |
Defines how the data from the rhs MinDistModel should be copied to this MinDistModel
| const | MinDistModel &rhs: another instance of a MinDistModel |
Definition at line 47 of file MinDistModel.cpp.
1.8.11 
