在asp.net web应用程序中使用ML.Net控制台模型

using Microsoft.ML;
using Microsoft.ML.Transforms;
using System;

namespace MLNetConsoleModel
{
    public class PredictionModel
    {
        private readonly MLContext mlContext;
        private readonly ITransformer model;

        public PredictionModel()
        {
            mlContext = new MLContext();

            // 加载模型文件
            var modelPath = "path/to/your/model.zip";
            model = mlContext.Model.Load(modelPath, out _);
        }

        public float Predict(float input)
        {
            // 创建一个预测引擎
            var engine = mlContext.Model.CreatePredictionEngine<InputData, OutputData>(model);

            // 创建输入数据
            var inputData = new InputData { Input = input };

            // 进行预测
            var prediction = engine.Predict(inputData);

            return prediction.Output;
        }
    }

    public class InputData
    {
        public float Input { get; set; }
    }

    public class OutputData
    {
        public float Output { get; set; }
    }
}