public class ReliefDiff
extends java.lang.Object
Main class of relief method using difference between nearest neighbours as evalution measure. Relief Method are based in a selection of relevant features. A feature will be relevant if (ideal case): I is a random instance, H and J the nearest instances to I, and H's class is equal to I's class and different to J's class. Then, a feature X will be relevant if its instance values are equal to I and H ones, and very different to I and J
Constructor and Description |
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ReliefDiff(java.lang.String ficParametros)
Creates a new instance of ReliefDiff
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Modifier and Type | Method and Description |
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void |
ejecutar()
Method interface for Relief Algorithm
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