Represents a statistical model.
SystemObject Extreme.DataAnalysis.ModelsModel More...
Namespace:
Extreme.DataAnalysis.Models
Assembly:
Extreme.Numerics (in Extreme.Numerics.dll) Version: 8.1.1
public abstract class Model : ISummarizable,
IParallelized
Public MustInherit Class Model
Implements ISummarizable, IParallelized
public ref class Model abstract : ISummarizable,
IParallelized
[<AbstractClassAttribute>]
type Model =
class
interface ISummarizable
interface IParallelized
endThe Model type exposes the following members.
|
| Name | Description |
|---|
 | Model |
Constructs a new statistical model.
|
Top
|
| Name | Description |
|---|
 | BaseFeatureIndex |
Gets an index containing the keys of the columns
that are required inputs to the model.
|
| Computed | Obsolete.
Gets whether the model has been computed.
|
| Data |
Gets an object that contains all the data used as input to the model.
|
| Fitted |
Gets whether the model has been computed.
|
| InputSchema |
Gets the schema for the features used for fitting the model.
|
| MaxDegreeOfParallelism |
Gets or sets the maximum degree of parallelism enabled by this instance.
|
| ModelSchema |
Gets the collection of variables used in the model.
|
| NumberOfObservations |
Gets the number of observations the model is based on.
|
 | ParallelOptions |
Gets or sets an object that specifies how the calculation of the model should be parallelized.
|
| Status |
Gets the status of the model, which determines which information is available.
|
| SupportsWeights |
Indicates whether the model supports case weights.
|
| Weights |
Gets or sets the actual weights.
|
Top
|
| Name | Description |
|---|
 | Compute | Obsolete.
Computes the model.
|
| Compute(ParallelOptions) | Obsolete.
Computes the model.
|
| 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.) |
| Fit |
Fits the model to the data.
|
| Fit(ParallelOptions) |
Fits the model to the data.
|
| FitCore |
Computes the model to the specified input
using the specified parallelization options.
|
| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. |
| MemberwiseClone | Creates a shallow copy of the current Object. |
| ResetComputation | Obsolete.
Clears all fitted model parameters.
|
| ResetFit |
Clears all fitted model parameters.
|
| SetDataSource |
Uses the specified data frame as the source for all input variables.
|
| Summarize |
Returns a string containing a human-readable summary of the object using default options.
|
| Summarize(SummaryOptions) |
Returns a string containing a human-readable summary of the object using the specified options.
|
| ToString | Returns a string that represents the current object. (Overrides ObjectToString.) |
Top
|
| Name | Description |
|---|
  | Empty |
Represents a model with no parameters.
|
Top
This is an abstract base class and cannot be instantiated directly. Instead, use one of the
inherited types, as listed in the table below:
Note to inheritors: When you inherit from Model,
you must override FitCore(ModelInput, ParallelOptions).
Reference
SystemObject Extreme.DataAnalysis.ModelsModel Extreme.DataAnalysis.ModelsClassificationModelT Extreme.DataAnalysis.ModelsClusteringModelT Extreme.DataAnalysis.ModelsRegressionModelT Extreme.DataAnalysis.ModelsTransformationModelT Extreme.StatisticsAnovaModel Extreme.Statistics.MultivariatePartialLeastSquaresModel Extreme.Statistics.TimeSeriesAnalysisTimeSeriesModelT