37 lines
1.1 KiB
C#
37 lines
1.1 KiB
C#
using System;
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using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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using System.Threading.Tasks;
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using Microsoft.ML;
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static class Engine
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{
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private static MLContext mlContext = new MLContext(seed: 1);
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private static PredictionEngine<ModelInput, ModelOutput> PredictionEngine;
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public static void init()
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{
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PredictionEngine = MLModel.CreateEngine();
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}
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public static string PredictFertilizer(Crops crop, CropTypes cropTypes)
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{
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ModelInput modelInput = new ModelInput
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{
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Temperature = crop.getSoilProperties().Temperature,
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Humidity = crop.getSoilProperties().Humidity,
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Moisture = crop.getSoilProperties().Moisture,
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Soil_Type = crop.getSoilProperties().soilType,
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Crop_Type = cropTypes.CropName,
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Nitrogen = crop.getSoilProperties().Nitrogen,
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Potassium = crop.getSoilProperties().Potassium,
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Phosporous = crop.getSoilProperties().Phosphorous
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};
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return PredictionEngine.Predict(modelInput).Prediction;
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}
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}
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