ImputationTOptions Class |
Namespace: Accord.Statistics.Filters
[SerializableAttribute] public class Options : ColumnOptionsBase<Imputation<T>>, IAutoConfigurableColumn
The ImputationTOptions generic type exposes the following members.
Name | Description | |
---|---|---|
ImputationTOptions |
Constructs a new column option
for the Imputation filter.
| |
ImputationTOptions(String) |
Constructs a new column option
for the Imputation filter.
|
Name | Description | |
---|---|---|
ColumnName |
Gets or sets the name of the column that the options will apply to.
(Inherited from ColumnOptionsBaseTFilter.) | |
MissingValue |
Missing value indicator.
| |
Owner |
Gets or sets the filter to which these options belong to.
(Inherited from ColumnOptionsBaseTFilter.) | |
ReplaceWith |
Value to replace missing values with.
| |
Strategy |
Gets or sets the imputation strategy
to use with this column.
| |
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.) |
Name | Description | |
---|---|---|
Detect |
Auto detects the column options by analyzing
a given DataColumn.
| |
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.
| |
Learn(DataTable, Double) |
Learns a model that can map the given inputs to the desired outputs.
| |
Learn(T, Double) |
Learns a model that can map the given inputs to the desired outputs.
| |
MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) | |
ToString |
Returns a String that represents this instance.
(Inherited from ColumnOptionsBaseTFilter.) |
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.) |