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CodificationTOptions Class |
Namespace: Accord.Statistics.Filters
[SerializableAttribute] public class Options : ColumnOptionsBase<Codification<T>>, ITransform<T, int>, ICovariantTransform<T, int>, ITransform, IClassifier<T, int>, IClassifier, ITransform<T, double[]>, ICovariantTransform<T, double[]>, IUnsupervisedLearning<CodificationTOptions, T, int>, IUnsupervisedLearning<CodificationTOptions, T, double[]>
The CodificationTOptions generic type exposes the following members.
Name | Description | |
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![]() | CodificationTOptions |
Constructs a new Options object.
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![]() | CodificationTOptions(String) |
Constructs a new Options object for the given column.
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![]() | CodificationTOptions(String, CodificationVariable) |
Constructs a new Options object for the given column.
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![]() | CodificationTOptions(String, DictionaryT, Int32) |
Constructs a new Options object for the given column.
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![]() | CodificationTOptions(String, CodificationVariable, T) |
Constructs a new Options object for the given column.
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![]() | CodificationTOptions(String, CodificationVariable, T) |
Constructs a new Options object for the given column.
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Name | Description | |
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![]() | ColumnName |
Gets or sets the name of the column that the options will apply to.
(Inherited from ColumnOptionsBaseTFilter.) |
![]() | HasMissingValue |
Gets or sets whether the column can contain missing values.
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![]() | Mapping |
Gets or sets the label mapping for translating
integer labels to the original string labels.
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![]() | MissingValue |
Gets or sets how missing values are represented in this column.
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![]() | MissingValueReplacement |
Gets or sets a value to be used to replace missing values. Default
is to replace missing values using System.DBNull.Value.
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![]() | NumberOfClasses |
Gets or sets the number of classes expected and recognized by the classifier.
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![]() | NumberOfInputs |
Gets the number of inputs accepted by the model (value will be 1).
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![]() | NumberOfOutputs |
Gets the number of outputs generated by the model. See remarks for details.
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![]() | NumberOfSymbols |
Gets the number of symbols used to code this variable. See remarks for details.
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![]() | Owner |
Gets or sets the filter to which these options belong to.
(Inherited from ColumnOptionsBaseTFilter.) |
![]() | Symbols | Obsolete.
Gets the number of symbols used to code this variable.
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![]() | Tag |
Gets or sets a user-determined object associated with this column.
(Inherited from ColumnOptionsBaseTFilter.) |
![]() | Token |
Gets or sets a cancellation token that can be used to
stop the learning algorithm while it is running.
(Inherited from ColumnOptionsBaseTFilter.) |
![]() | Values |
Gets the values associated with each symbol, in the order of the symbols.
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![]() | VariableType |
Gets the codification type that should be used for this variable.
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Name | Description | |
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![]() | Decide(T) |
Computes a class-label decision for a given input.
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![]() | Decide(T) |
Computes class-label decisions for each vector in the given input.
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![]() | Decide(T, Int32) |
Computes class-label decisions for each vector in the given input.
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![]() | 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.) |
![]() | IsMissingValue |
Determines whether the given object denotes a missing value.
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![]() | Learn(DataRow, Double) |
Learns a model that can map the given inputs to the desired outputs.
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![]() | Learn(DataTable, Double) |
Learns a model that can map the given inputs to the desired outputs.
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![]() | Learn(T, Double) |
Learns a model that can map the given inputs to the desired outputs.
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![]() | MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
![]() | Remap |
Forces the given key to have a specific symbol value.
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![]() | Revert(Int32) |
Reverts the transformation to a set of output vectors,
producing an associated set of input vectors.
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![]() | Revert(Int32) |
Reverts the transformation to a set of output vectors,
producing an associated set of input vectors.
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![]() | Revert(Int32, T) |
Reverts the transformation to a set of output vectors,
producing an associated set of input vectors.
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![]() | ToString |
Returns a String that represents this instance.
(Inherited from ColumnOptionsBaseTFilter.) |
![]() | Transform(DataRow) |
Applies the transformation to an input, producing an associated output.
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![]() | Transform(DataRow) |
Applies the transformation to an input, producing an associated output.
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![]() | Transform(T) |
Applies the transformation to an input, producing an associated output.
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![]() | Transform(T) |
Applies the transformation to a set of input vectors,
producing an associated set of output vectors.
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![]() | Transform(DataRow, Int32) |
Applies the transformation to a set of input vectors,
producing an associated set of output vectors.
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![]() | Transform(T, Double) |
Applies the transformation to a set of input vectors,
producing an associated set of output vectors.
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![]() | Transform(T, Int32) |
Applies the transformation to a set of input vectors,
producing an associated set of output vectors.
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Name | Description | |
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![]() | 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.) |