/* * 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; } } }