Click or drag to resize
Accord.NET (logo)

BinaryLearningBaseTModel, TInput Class

Common base class for supervised learning algorithms for binary classifiers.
Inheritance Hierarchy
SystemObject
  Accord.MachineLearningBinaryLearningBaseTModel, TInput
    Accord.MachineLearning.VectorMachines.LearningBaseAveragedStochasticGradientDescentTModel, TKernel, TInput, TLoss
    Accord.MachineLearning.VectorMachines.LearningBaseStochasticGradientDescentTModel, TKernel, TInput, TLoss
    Accord.MachineLearning.VectorMachines.LearningBaseSupportVectorClassificationTModel, TKernel, TInput
    Accord.MachineLearning.VectorMachines.LearningProbabilisticOutputCalibrationBaseTModel, TKernel, TInput

Namespace:  Accord.MachineLearning
Assembly:  Accord.Statistics (in Accord.Statistics.dll) Version: 3.7.0
Syntax
public abstract class BinaryLearningBase<TModel, TInput> : ISupervisedBinaryLearning<TModel, TInput>, 
	ISupervisedMulticlassLearning<TModel, TInput>, ISupervisedMultilabelLearning<TModel, TInput>, ISupervisedLearning<TModel, TInput, int[]>, 
	ISupervisedLearning<TModel, TInput, bool[]>, ISupervisedLearning<TModel, TInput, int>, 
	ISupervisedLearning<TModel, TInput, bool>
where TModel : Object, IBinaryClassifier<TInput>
Request Example View Source

Type Parameters

TModel
The type for the model being learned.
TInput
The type for the input data that enters the model.

The BinaryLearningBaseTModel, TInput type exposes the following members.

Constructors
  NameDescription
Protected methodBinaryLearningBaseTModel, TInput
Initializes a new instance of the BinaryLearningBaseTModel, TInput class
Top
Properties
  NameDescription
Public propertyModel
Gets or sets the classifier being learned.
Public propertyToken
Gets or sets a cancellation token that can be used to stop the learning algorithm while it is running.
Top
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 the default hash function.
(Inherited from Object.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Public methodLearn(TInput, Boolean, Double)
Learns a model that can map the given inputs to the given outputs.
Public methodLearn(TInput, Boolean, Double)
Learns a model that can map the given inputs to the given outputs.
Public methodLearn(TInput, Double, Double)
Learns a model that can map the given inputs to the given outputs.
Public methodLearn(TInput, Int32, Double)
Learns a model that can map the given inputs to the given outputs.
Public methodLearn(TInput, Int32, Double)
Learns a model that can map the given inputs to the given outputs.
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.)
Top
Extension Methods
  NameDescription
Public Extension MethodHasMethod
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.)
Public Extension MethodIsEqual
Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.
(Defined by Matrix.)
Public Extension MethodToT
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)
Top
See Also