YgPolynomialClassifier (Interface Manipulation Package)

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Interface Manipulation Package v4.0 (2008-06-25)

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imp.classifier
Class YgPolynomialClassifier

java.lang.Object
  imp.classifier.Classifier
      imp.classifier.YgPolynomialClassifier

Defines an implementation of the polynomial Y. Guermeur classifier.

Nested Class Summary

Nested classes/interfaces inherited from class imp.classifier.Classifier
`Classifier.Data`

Constructor Summary
`YgPolynomialClassifier()` Constructs a YG polynomial classifier.

Method Summary
`int`	`getSize()` Returns the number N of prototypes.
`double`	`getYgDimension()` Returns the Y.
`YgPolynomialClassifier`	`setDegree(int degree)` Sets the classifier degree and return this.
`YgPolynomialClassifier`	`setMargin(double margin)` Sets the classifier margin and return this.

Methods inherited from class imp.classifier.Classifier
`add, getCategory, getData, getMargin, getName, toString`

Methods inherited from class java.lang.Object
`equals, getClass, hashCode, notify, notifyAll, wait, wait, wait`

Constructor Detail

public YgPolynomialClassifier()

Constructs a YG polynomial classifier.

Method Detail

public int getSize()

Returns the number N of prototypes.

public double getYgDimension()

Returns the Y. Guermeur dimension = (N-1) * N / 2 >_{i<j n} ||a_i - a_j||^2 / D^2.

public YgPolynomialClassifier setDegree(int degree)

Sets the classifier degree and return this.

Parameters:: degree - Degree of the polynomial, default is 0: yielding automatic adjustment.

public YgPolynomialClassifier setMargin(double margin)

Sets the classifier margin and return this.