Matrix Classifier Processor

Summary

• Plugin name : Matrix Classifier Processor
• Version : 0.1
• Author : Thibaut Monseigne
• Company : Inria
• Short description : Matrix classifier Processor.
• Documentation template generation date : Oct 29 2020

Description

Matrix classifier Processor.

Matrix classifier Processor. This box classify input matrix with the loaded classifier model. Actual methods are Minimum Distance to Mean (MDM) and Minimum Distance to Mean with geodesic filtering (FgMDM)

See also

CMatrixClassifierMDM::classify(const Eigen::MatrixXd&, size_t&, std::vector<double>&, std::vector<double>&), CMatrixClassifierFgMDM::classify(const Eigen::MatrixXd&, size_t&, std::vector<double>&, std::vector<double>&)

Inputs

1. Expected Label

Matrix to classify.

• Type identifier : Stimulations (0x6f752dd0, 0x082a321e)

2. Input Matrix

• Type identifier : Streamed matrix (0x544a003e, 0x6dcba5f6)

Outputs

1. Label

Predicted Class Stimulation

• Type identifier : Stimulations (0x6f752dd0, 0x082a321e)

2. Distance

Distance between each class

• Type identifier : Streamed matrix (0x544a003e, 0x6dcba5f6)

3. Probability

Probability of each class

• Type identifier : Streamed matrix (0x544a003e, 0x6dcba5f6)

Settings

1. Filename to load classifier model

Classifier model Filename

• Type identifier : Filename (0x330306dd, 0x74a95f98)
• Default value : [ ${Player_ScenarioDirectory}/input-classifier.xml ]

2. Filename to save classifier model

Log Level (None to see nothing)

• Type identifier : Filename (0x330306dd, 0x74a95f98)
• Default value : [ ${Player_ScenarioDirectory}/output-classifier.xml ]

3. Adaptation

• Type identifier : Classifier Adaptation (0x5261636b, 0x41646170)
• Default value : [ No ]

4. Log Level

• Type identifier : Log level (0xa88b3667, 0x0871638c)
• Default value : [ Information ]

Examples

Miscellaneous