/*
 * 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
{
    /// <summary>
    /// Information about the metric for a candidate produced by an AutoML job.
    /// </summary>
    public partial class MetricDatum
    {
        private AutoMLMetricEnum _metricName;
        private MetricSetSource _set;
        private AutoMLMetricExtendedEnum _standardMetricName;
        private float? _value;

        /// <summary>
        /// Gets and sets the property MetricName. 
        /// <para>
        /// The name of the metric.
        /// </para>
        /// </summary>
        public AutoMLMetricEnum MetricName
        {
            get { return this._metricName; }
            set { this._metricName = value; }
        }

        // Check to see if MetricName property is set
        internal bool IsSetMetricName()
        {
            return this._metricName != null;
        }

        /// <summary>
        /// Gets and sets the property Set. 
        /// <para>
        /// The dataset split from which the AutoML job produced the metric.
        /// </para>
        /// </summary>
        public MetricSetSource Set
        {
            get { return this._set; }
            set { this._set = value; }
        }

        // Check to see if Set property is set
        internal bool IsSetSet()
        {
            return this._set != null;
        }

        /// <summary>
        /// Gets and sets the property StandardMetricName. 
        /// <para>
        /// The name of the standard metric. 
        /// </para>
        ///  <note> 
        /// <para>
        /// For definitions of the standard metrics, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-model-support-validation.html#autopilot-metrics">
        /// <code>Autopilot candidate metrics</code> </a>.
        /// </para>
        ///  </note>
        /// </summary>
        public AutoMLMetricExtendedEnum StandardMetricName
        {
            get { return this._standardMetricName; }
            set { this._standardMetricName = value; }
        }

        // Check to see if StandardMetricName property is set
        internal bool IsSetStandardMetricName()
        {
            return this._standardMetricName != null;
        }

        /// <summary>
        /// Gets and sets the property Value. 
        /// <para>
        /// The value of the metric.
        /// </para>
        /// </summary>
        public float Value
        {
            get { return this._value.GetValueOrDefault(); }
            set { this._value = value; }
        }

        // Check to see if Value property is set
        internal bool IsSetValue()
        {
            return this._value.HasValue; 
        }

    }
}