Summary
- Plugin name : Matrix Classifier Trainer
- Version : 0.1
- Author : Thibaut Monseigne
- Company : Inria
- Short description : Matrix classifier trainer.
- Documentation template generation date : Oct 29 2020
Description
Matrix classifier trainer.
Matrix classifier trainer. This box stack all matrix received in input and launch train function when a stimulation is received. Actual methods are Minimum Distance to Mean (MDM) and Minimum Distance to Mean with geodesic filtering (FgMDM) (With Real Time adaptation assumed) with or without Rebias
- See also
- CMatrixClassifierMDM::train, CMatrixClassifierMDMRebias::train, CMatrixClassifierFgMDMRT::train, CMatrixClassifierFgMDMRTRebias::train
Inputs
1. Stimulations
Stimulation to start the training.
- Type identifier : Stimulations (0x6f752dd0, 0x082a321e)
2. Matrix for class 1
Input for Class 1
- Type identifier : Streamed matrix (0x544a003e, 0x6dcba5f6)
3. Matrix for class 2
Input for Class 2
- Type identifier : Streamed matrix (0x544a003e, 0x6dcba5f6)
Outputs
1. Tran-completed Flag
Send "OVTK_StimulationId_TrainCompleted" when train is completed.
- Type identifier : Stimulations (0x6f752dd0, 0x082a321e)
Settings
1. Train trigger
Stimulation that starts the computation.
- Type identifier : Stimulation (0x2c132d6e, 0x44ab0d97)
- Default value : [ OVTK_StimulationId_Train ]
2. Filename to save classifier model
Classifier model Filename
- Type identifier : Filename (0x330306dd, 0x74a95f98)
- Default value : [ ${Player_ScenarioDirectory}/my-classifier.xml ]
3. Method
Classifier Method :
Minimum Distance to Mean (MDM)
Minimum Distance to Mean Rebias (MDM Rebias)
Minimum Distance to Mean with geodesic filtering (FgMDM)
Minimum Distance to Mean with geodesic filtering Rebias (FgMDM Rebias)
- Type identifier : Matrix Classifier (0x5261636b, 0x436c6173)
- Default value : [ Minimum Distance to Mean (MDM) ]
4. Metric
Log Level (None to see nothing)
- Type identifier : Metric (0x5261636b, 0x4d455452)
- Default value : [ Riemann ]
5. Log Level
Metric to use : Riemman, Euclidian, Harmonic, Identity, Kullback, Log Determinant, Log Euclidian
- Type identifier : Log level (0xa88b3667, 0x0871638c)
- Default value : [ Information ]
6. Class 1 label
Stimulation for Class 1.
- Type identifier : Stimulation (0x2c132d6e, 0x44ab0d97)
- Default value : [ OVTK_StimulationId_Label_01 ]
7. Class 2 label
Stimulation for Class 2.
- Type identifier : Stimulation (0x2c132d6e, 0x44ab0d97)
- Default value : [ OVTK_StimulationId_Label_02 ]
Examples
Miscellaneous
Generated on Tue Jun 26 2012 15:25:54 for Documentation by 1.7.4