private static void PrintRules()
{
StringToConsole.PrintToConsole("");
StringToConsole.PrintToConsole("Printing Rules");
StringToConsole.PrintToConsole("");
foreach (int[] item in GeneratedRules)
{
string[] ConvertedArray = new string[item.Length];
for (int i = 0; i < item.Length; i++)
{
ConvertedArray[i] = item[i].ToString();
}
StringToConsole.Print(ConvertedArray);
}
}
//this method classifies the input using entire dataset instead of generating rules. It works fine but not very efficient on large datasets
public static string BruteClassifyInput(string input, int accuracy)
{
ConvertedList = InputToArray(input);
// StringToConsole.PrintToConsole("input:" + input);
// StringToConsole.Print(ConvertedList);
RetrieveDataSet();
FilterMatchingRows(accuracy);
foreach (clsClassifiedInput item in MatchingRows)
{
StringToConsole.PrintToConsole("input:" + item.Input);
StringToConsole.Print(item.Attributes);
}
SelectMostProbableClass();
StringToConsole.PrintToConsole(Classification);
return(Classification);
}
private static void PrintRulesForClass(int classIndex)
{
StringToConsole.PrintToConsole("");
StringToConsole.PrintToConsole("Printing Rules with class index: " + classIndex);
StringToConsole.PrintToConsole("");
foreach (int[] item in GeneratedRules)
{
if (item[item.Length - 1] == classIndex)
{
string[] ConvertedArray = new string[item.Length];
for (int i = 0; i < item.Length; i++)
{
ConvertedArray[i] = item[i].ToString();
}
StringToConsole.Print(ConvertedArray);
}
}
}
private static void PrintResults()
{
StringToConsole.PrintToConsole("");
StringToConsole.PrintToConsole("Test Results");
StringToConsole.PrintToConsole("Invalid Classifications: " + invalidClassifications + " out of " + TestingSet.Length);
foreach (String[] item in ClassifiedIncorrectly)
{
StringToConsole.Print(item);
}
StringToConsole.PrintToConsole("");
StringToConsole.PrintToConsole("Valid Classifications: " + correctClassifications + " out of " + TestingSet.Length);
foreach (String[] item in ClassifiedCorrectly)
{
StringToConsole.Print(item);
}
StringToConsole.PrintToConsole("");
StringToConsole.PrintToConsole("No rules match: " + undefinedClassifications + " out of " + TestingSet.Length);
foreach (String[] item in Unclassified)
{
StringToConsole.Print(item);
}
}
