aswi2021tri-musketyri-gitlab/Server/ServerApp/Predictor/ModelInput.cs @ ce0940b5

//
// Author: Roman Kalivoda
//

using System;
using Microsoft.ML.Data;

namespace ServerApp.Predictor
{

    /// <summary>
    /// A container of input features and label for the ML.NET classification model.
    /// </summary>
    public class ModelInput
    {
        /// <summary>
        /// Start time of the information.
        /// </summary>
        public DateTime Time { get; set; }

        /// <summary>
        /// A label of this training input.
        /// </summary>
        [ColumnName("Label"), LoadColumn(0)]
        public string Label { get; set; }

        /// <summary>
        /// Temperature at the site.
        /// </summary>
        [ColumnName("Temp"), LoadColumn(1)]
        public float Temp { get; set; }

        /// <summary>
        /// Hour of the predicted turnout.
        /// </summary>
        [ColumnName("Hour"), LoadColumn(2)]
        public int Hour { get; set; }

        /// <summary>
        /// Wind velocity in m/s
        /// </summary>
        [ColumnName("Wind"), LoadColumn(3)]
        public float Wind { get; set; }

        /// <summary>
        /// Precipitation in %
        /// </summary>
        [ColumnName("Rain"), LoadColumn(4)]
        public float Rain { get; set; }

        public override string ToString()
        {
            return $"ModelInput: {Time}; {Label}; {Temp}, {Hour}, {Wind}, {Rain}";
        }
    }
}