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MLModel
using the data files and the recipe as information
sources.
An MLModel
is nearly immutable. Users can only update the MLModelName
and the ScoreThreshold
in an MLModel
without creating a
new MLModel
.
CreateMLModel
is an asynchronous operation. In response to CreateMLModel
,
Amazon Machine Learning (Amazon ML) immediately returns and sets the MLModel
status to PENDING
. After the MLModel
is created and ready
for use, Amazon ML sets the status to COMPLETED
.
You can use the GetMLModel operation to check progress of the MLModel
during the creation operation.
CreateMLModel requires a DataSource
with computed statistics,
which can be created by setting ComputeStatistics
to true
in CreateDataSourceFromRDS, CreateDataSourceFromS3, or CreateDataSourceFromRedshift
operations.
Namespace: Amazon.MachineLearning.Model
Assembly: AWSSDK.dll
Version: (assembly version)
public class CreateMLModelRequest : AmazonMachineLearningRequest IRequestEvents
The CreateMLModelRequest type exposes the following members
Name | Description | |
---|---|---|
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CreateMLModelRequest() |
Name | Type | Description | |
---|---|---|---|
![]() |
MLModelId | System.String |
Gets and sets the property MLModelId.
A user-supplied ID that uniquely identifies the |
![]() |
MLModelName | System.String |
Gets and sets the property MLModelName.
A user-supplied name or description of the |
![]() |
MLModelType | Amazon.MachineLearning.MLModelType |
Gets and sets the property MLModelType.
The category of supervised learning that this
For more information, see the Amazon Machine Learning Developer Guide. |
![]() |
Parameters | System.Collections.Generic.Dictionary<System.String, System.String> |
Gets and sets the property Parameters.
A list of the training parameters in the The following is the current set of training parameters:
|
![]() |
Recipe | System.String |
Gets and sets the property Recipe.
The data recipe for creating |
![]() |
RecipeUri | System.String |
Gets and sets the property RecipeUri.
The Amazon Simple Storage Service (Amazon S3) location and file name that contains
the |
![]() |
TrainingDataSourceId | System.String |
Gets and sets the property TrainingDataSourceId.
The |
.NET Framework:
Supported in: 4.5, 4.0, 3.5