38 lines
1.3 KiB
C#
38 lines
1.3 KiB
C#
// This file was auto-generated by ML.NET Model Builder.
|
|
|
|
using System;
|
|
using System.Collections.Generic;
|
|
using System.Linq;
|
|
using System.Text;
|
|
using Microsoft.ML;
|
|
using System.IO;
|
|
|
|
namespace RatePlanNameAnalysis.Model
|
|
{
|
|
public class ConsumeModel
|
|
{
|
|
private static Lazy<PredictionEngine<ModelInput, ModelOutput>> PredictionEngine = new Lazy<PredictionEngine<ModelInput, ModelOutput>>(CreatePredictionEngine);
|
|
|
|
// For more info on consuming ML.NET models, visit https://aka.ms/mlnet-consume
|
|
// Method for consuming model in your app
|
|
public static ModelOutput Predict(ModelInput input)
|
|
{
|
|
ModelOutput result = PredictionEngine.Value.Predict(input);
|
|
return result;
|
|
}
|
|
|
|
public static PredictionEngine<ModelInput, ModelOutput> CreatePredictionEngine()
|
|
{
|
|
// Create new MLContext
|
|
MLContext mlContext = new MLContext();
|
|
|
|
// Load model & create prediction engine
|
|
string modelPath = Path.Combine(Directory.GetCurrentDirectory(), "..", "RatePlanNameAnalysis.ConsoleApp", "Models", "model.zip");
|
|
ITransformer loadedModel = mlContext.Model.Load(modelPath, out var modelInputSchema);
|
|
var predEngine = mlContext.Model.CreatePredictionEngine<ModelInput, ModelOutput>(loadedModel);
|
|
|
|
return predEngine;
|
|
}
|
|
}
|
|
}
|