KNNClassifier Class Reference
[Machine Learning]

Single KNN multidimensional classifier. More...

#include <KNNClassifier.h>

Inherits Marsyas::MarSystem.

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Detailed Description

Single KNN multidimensional classifier.

Simple multidimensional KNN classifier. The classifier parameters (or model) are stored in the the theta control. When the mode control is set to "train" the input slice is used to accumulate information for training. The actual final theta calculation is completed when the control train is set to true. That can accomodate non-incremental or batch training. The labels control is used to provide ground truth about the label(s). The output of the classifier is the ground truth label(s) when the mode control is train.

When the mode control is set to "predict" then the output of the classifier is the predicted labels using the trained parameter vector theta.

This MarSystems serves as a prototypical classification/regression MarSystem.

Definition at line 50 of file KNNClassifier.h.

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The documentation for this class was generated from the following files:

• /home/marsyas/marsyas/src/marsyas/KNNClassifier.h
• /home/marsyas/marsyas/src/marsyas/KNNClassifier.cpp