Extreme.DataAnalysis.Models Namespace
The Extreme.DataAnalysis namespace contains classes used when working with statistical and machine learning models.
ClassificationModel<T> |
Represents a statistical model used for classification.
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ClusteringModel<T> |
Serves as the base class for classes that build clustering models.
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Model |
Represents a statistical model.
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ModelExtensions |
Contains extension methods for statistical and machine learning models.
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ModelFitOptions |
Represents the options available when fitting a statistical
or machine learning model.
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ModelInput |
Represents the (possibly incomplete) training input to a statistical
or machine learning model.
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ModelInputGroup |
Represents a group of variables with a specific purpose
in a statistical or machine learning model.
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ModelTerm |
Represents a term in a model specification.
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ModelTermCollection |
Represents a collection of terms in a model specification.
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RegressionModel<T> |
Represents a statistical model.
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TransformationModel<T> |
Serves a the base class for classes that represent transformation-like models.
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ITransformationModel |
Specifies common methods and properties for models
that implement transformations such as feature selection
or dimensionality reduction.
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ModelInputCategory |
Enumerates the categories or roles of variables
in a statistical or machine learning model.
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ModelInputFormat |
Enumerates the format of the input to a model when making predictions.
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ModelSerialization |
Gets or sets the way a statistical model is serialized or deserialized.
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ModelStatus |
Enumerates the possible states of a statistical or machine learning model.
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ModelTermKind |
Enumerates the possible kinds of model terms.
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