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BagOfWordsStatistics Class |
Codebook learning statistics for BagOfWords models.
Inheritance HierarchySystemObject
Accord.MachineLearningBagOfWordsStatistics
Accord.MachineLearningBagOfWordsStatistics
Namespace: Accord.MachineLearning
Assembly: Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0
SyntaxThe BagOfWordsStatistics type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | BagOfWordsStatistics | Initializes a new instance of the BagOfWordsStatistics class |
Properties| Name | Description | |
|---|---|---|
 | NumberOfDescriptorsTaken |
Gets or sets the number of descriptors actually used
in the learning of the BagOfWords.
|
| NumberOfDescriptorsTakenPerInstance |
Gets or sets the count distribution of the descriptors actually
used in the learning of the BagOfWords.
|
| NumberOfDescriptorsTakenPerInstanceRange |
Gets or sets the minimum and maximum number of descriptors per instance
actually used in the learning of the BagOfWords.
|
| NumberOfInstancesTaken |
Gets or sets the number of instances (i.e. images or audio signals)
actually used in the learning of the BagOfWords.
|
| TotalNumberOfDescriptors |
Gets or sets the total number of descriptors seen in the training set.
|
| TotalNumberOfDescriptorsPerInstance |
Gets or sets the count distribution of the descriptors seen in the training set.
|
| TotalNumberOfDescriptorsPerInstanceRange |
Gets or sets the minimum and maximum number of descriptors per instance seen in the training set.
|
| TotalNumberOfInstances |
Gets or sets the number of instances (i.e. images or audio signals) in the training set.
|
Methods| Name | Description | |
|---|---|---|
| Equals | Determines whether the specified object is equal to the current object. (Inherited from Object.) |
 | Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) |
| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
| ToString | Returns a string that represents the current object. (Inherited from Object.) |
Extension Methods| Name | Description | |
|---|---|---|
 | HasMethod |
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.) |
| IsEqual |
Compares two objects for equality, performing an elementwise
comparison if the elements are vectors or matrices.
(Defined by Matrix.) |
| To(Type) | Overloaded.
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.) |
| ToT | Overloaded.
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.) |
See Also