/*
* Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License").
* You may not use this file except in compliance with the License.
* A copy of the License is located at
*
* http://aws.amazon.com/apache2.0
*
* or in the "license" file accompanying this file. This file is distributed
* on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either
* express or implied. See the License for the specific language governing
* permissions and limitations under the License.
*/
/*
* Do not modify this file. This file is generated from the sagemaker-2017-07-24.normal.json service model.
*/
using System;
using System.Collections.Generic;
using System.Xml.Serialization;
using System.Text;
using System.IO;
using System.Net;
using Amazon.Runtime;
using Amazon.Runtime.Internal;
namespace Amazon.SageMaker.Model
{
///
/// Stores the configuration information for how model candidates are generated using
/// an AutoML job V2.
///
public partial class CandidateGenerationConfig
{
private List _algorithmsConfig = new List();
///
/// Gets and sets the property AlgorithmsConfig.
///
/// Stores the configuration information for the selection of algorithms used to train
/// model candidates on tabular data.
///
///
///
/// The list of available algorithms to choose from depends on the training mode set in
///
/// TabularJobConfig.Mode
.
///
/// -
///
///
AlgorithmsConfig
should not be set in AUTO
training mode.
///
/// -
///
/// When
AlgorithmsConfig
is provided, one AutoMLAlgorithms
/// attribute must be set and one only.
///
///
///
/// If the list of algorithms provided as values for AutoMLAlgorithms
is
/// empty, CandidateGenerationConfig
uses the full set of algorithms for
/// the given training mode.
///
/// -
///
/// When
AlgorithmsConfig
is not provided, CandidateGenerationConfig
/// uses the full set of algorithms for the given training mode.
///
///
///
/// For the list of all algorithms per problem type and training mode, see
/// AutoMLAlgorithmConfig.
///
///
///
/// For more information on each algorithm, see the Algorithm
/// support section in Autopilot developer guide.
///
///
[AWSProperty(Max=1)]
public List AlgorithmsConfig
{
get { return this._algorithmsConfig; }
set { this._algorithmsConfig = value; }
}
// Check to see if AlgorithmsConfig property is set
internal bool IsSetAlgorithmsConfig()
{
return this._algorithmsConfig != null && this._algorithmsConfig.Count > 0;
}
}
}