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Accord.Statistics.Filters Namespace |
Contains data processing filters, such as data normalization, discretization, equalization, selection and projection filters.
Classes| Class | Description | |
|---|---|---|
 | BaseFilterTOptions, TFilter |
Base abstract class for the Data Table preprocessing filters.
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 | Branching |
Branching filter.
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| BranchingOptions |
Column options for the branching filter.
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| Codification |
Codification Filter class.
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| CodificationT |
Codification Filter class.
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| CodificationTOptions |
Options for processing a column.
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| ColumnOptionCollectionTOptions, TFilter |
Column option collection.
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| ColumnOptionsBaseTFilter |
Column options for filter which have per-column settings.
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| Discretization |
Value discretization preprocessing filter.
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| DiscretizationOptions |
Options for the discretization filter.
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| DiscretizationTInput, TOutput |
Value discretization preprocessing filter.
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| DiscretizationTInput, TOutputOptions |
Options for the discretization filter.
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| Elimination |
Elimination filter.
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| EliminationOptions |
Options for the discretization filter.
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| FiltersSequence |
Sequence of table processing filters.
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| Grouping |
Grouping filter.
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| GroupingOptions |
Options for the grouping filter.
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| Identification |
Identification filter.
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| Imputation |
Imputation filter for filling missing values.
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| ImputationT |
Imputation filter for filling missing values.
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| ImputationTOptions |
Options for the imputation filter.
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| LinearScaling |
Linear Scaling Filter
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| LinearScalingOptions |
Options for the Linear Scaling filter.
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| Normalization |
Data normalization preprocessing filter.
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| NormalizationOptions |
Options for normalizing a column.
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| PrincipalComponentProjection |
Principal component projection filter.
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| PrincipalComponentProjectionOptions |
Options for normalizing a column.
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| Projection |
Relational-algebra projection filter.
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| Randomization |
Randomization filter.
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| Selection |
Relational-algebra selection filter.
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| Stratification |
Class equalization filter.
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| StratificationOptions |
Options for the stratification filter.
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| Windowing |
Time-series windowing filter.
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| WindowingOptions |
Options for segmenting a time-series contained inside a column.
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Interfaces| Interface | Description | |
|---|---|---|
 | IAutoConfigurableColumn |
Indicates that a column filter supports automatic initialization.
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| IAutoConfigurableFilter |
Indicates that a filter supports automatic initialization.
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| IFilter |
Sample processing filter interface.
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| IInPlaceFilter |
Data processing interface for in-place filters.
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Enumerations| Enumeration | Description | |
|---|---|---|
 | CodificationVariable |
Codification type.
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| ImputationStrategy |
Strategies for missing value imputations.
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