The RestaurantPrediction class

The RestaurantPrediction class contains the output properties that will come out of our model runs. Depending on the algorithm used, the output class, as you will find in future chapters, will contain many more properties:

using Microsoft.ML.Data;

namespace chapter02.ML.Objects
{
    public class RestaurantPrediction
    {
        [ColumnName("PredictedLabel")]
        public bool Prediction { get; set; }

        public float Probability { get; set; }

        public float Score { get; set; }
    }
}

Akin to the RestaurantFeedback Label property, the Prediction property contains the overall result of positive or negative feedback. The Probability property contains the confidence of our model of that decision. The Score property is used for the evaluation of our model.