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Accord.Statistics.Filters Namespace |
Class | Description | |
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![]() | 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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Interface | Description | |
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![]() | 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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Enumeration | Description | |
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![]() | CodificationVariable |
Codification type.
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![]() | ImputationStrategy |
Strategies for missing value imputations.
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