private static List <Question> AnswerQuestions()
{
var questions = QuestionsHelper.GetQuestions();
foreach (var question in questions)
{
Console.WriteLine($"{question.Name}:");
if (question.CategoryOptions != null)
{
for (var i = 1; i <= question.CategoryOptions.Count; i++)
{
Console.WriteLine($"\t{i}: {question.CategoryOptions.ElementAt(i - 1).Name} ");
}
}
Console.Write("Answer: ");
question.AnswerIndex = int.Parse(Console.ReadLine());
}
return(questions);
}
public static void GetMultiplePrediction(int numberOfPredictions)
{
var csv = new CsvReader(File.OpenText(@".\data\german.input.csv"));
var recordCount = 0;
csv.Read();
while (csv.Read() && recordCount < numberOfPredictions)
{
var answers = new List <string>();
for (int i = 0; i < 20; i++)
{
answers.Add(csv.GetField(i));
}
recordCount++;
var answeredQuestions = QuestionsHelper.GetQuestions(answers);
var result = InvokeRequestResponseService(answeredQuestions).Result;
Console.WriteLine("Actual credit risk classification: {0}", CreditRiskDictionary[csv.GetField(20)]);
Console.WriteLine("Predicted credit risk classification: {0}", CreditRiskDictionary[result.Item1]);
Console.WriteLine("Probability of risk: {0}", result.Item2);
}
}