private static void EvaluateTestSinglePredictionMLdotnet(MLContext mlc, ITransformer m)
{
var predictionFunction = mlc
.Model
.CreatePredictionEngine <SomatotypeInputData, SomatotypeOutputData>(m);
SomatotypeOutputData prediction = predictionFunction.Predict(sample_ml);
Console.WriteLine($"**********************************************************************");
Console.WriteLine($"Predicted fare: {prediction.EndomorphicComponent:0.####}, actual fare: XXXXXXXXXX");
Console.WriteLine($"**********************************************************************");
return;
}
public static void EvaluateSingleTestPrediction(SomatotypeInputData input)
{
PredictionEngine <SomatotypeInputData, SomatotypeOutputData> prediction_engine = null;
prediction_engine = Data.Context
.Model
.CreatePredictionEngine <SomatotypeInputData, SomatotypeOutputData>(Data.Transformer);
SomatotypeOutputData prediction = prediction_engine.Predict(input);
Console.WriteLine($"**********************************************************************");
Console.WriteLine($"Predicted Endomorphic: {prediction.EndomorphicComponent:0.####}, actual fare: XXXXXXXXXX");
Console.WriteLine($"**********************************************************************");
return;
}
