private static void VisualizeTenPredictionsForTheModel(
PredictionModel <WineQualitySample, WineQualityPrediction> model,
string testDataLocation)
{
var testData = new WineQualityCsvReader().GetWineQualitySamplesFromCsv(testDataLocation).ToList();
for (int i = 0; i < 10; i++)
{
var prediction = model.Predict(testData[i]);
Console.WriteLine($"-------------------------------------------------");
Console.WriteLine($"Predicted : {prediction.PredictedLabel}");
Console.WriteLine($"Actual: {testData[i].Label}");
Console.WriteLine($"-------------------------------------------------");
}
}
private static void VisualizeTenPredictionsForTheModel(Model model)
{
Console.WriteLine($"*************************************************");
Console.WriteLine($"* BEST MODEL IS: {model.Name}!");
Console.WriteLine($"* Here are its predictions: ");
var testData = new WineQualityCsvReader().GetDataFromCsv(_testDataLocation).ToList();
for (int i = 0; i < 10; i++)
{
var prediction = model.Predict(testData[i]);
Console.WriteLine($"*------------------------------------------------");
Console.WriteLine($"* Predicted : {prediction.PredictedLabel}");
Console.WriteLine($"* Actual: {testData[i].Label}");
Console.WriteLine($"*------------------------------------------------");
}
Console.WriteLine($"*************************************************");
}
