LearnParameters Class

CVB.Net Documentation
The set of parameters that controls how a classifier is being learned from a training set.
Inheritance Hierarchy

SystemObject
  Stemmer.Cvb.MinosLearnParameters

Namespace:  Stemmer.Cvb.Minos
Assembly:  Stemmer.Cvb.Minos (in Stemmer.Cvb.Minos.dll) Version: 14.0.0.0
Syntax

public class LearnParameters

The LearnParameters type exposes the following members.

Properties

  NameDescription
Public propertyContrastTrigger
Contrast trigger is the minimum gray value difference the two regions of one pair feature must have to be eligible to become a classifier feature. Valid contrast triggers must be greater than 0, the default value is 8.
Public propertyIndifferenceRadius
Indifference radius is the radius (L1 norm!) around a positive instance from which no counter sample is to be extracted. Valid indifference radii must be greater than 0. The default value is 6 here.
Public propertyMinFeatureCount
This value defines how many features must be extracted at the very least per class in a classifier.
Public propertyNegativesDensity
Negatives density is the density at which counter samples are extracted from the training set images during the learning phase. Valid negatives densities range from 0.0 to 1.0. The default value is 1.0.
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Methods

  NameDescription
Public methodEquals
Determines whether the specified Object is equal to the current Object.
(Inherited from Object.)
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGetHashCode
Serves as a hash function for a particular type.
(Inherited from Object.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
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Fields

  NameDescription
Public fieldStatic memberContrastTriggerDefault
Default value for ContrastTrigger.
Public fieldStatic memberEnsembleSizeDefault
Default value for EnsembleSize.
Public fieldStatic memberIndifferenceRadiusDefault
Default value for the IndifferenceRadius.
Public fieldStatic memberMinFeatureCountDefault
Default value for MinFeatureCount.
Public fieldStatic memberNegativesDensityDefault
Default value for NegativesDensity.
Public fieldStatic memberPolydromyDefault
Default value for Polydromy.
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See Also

Reference