/// <summary>
/// Calculate an error for a method that makes use of classification.
/// </summary>
/// <param name="method">The method to check.</param>
/// <param name="data">The data to check.</param>
/// <returns>The error.</returns>
public static double CalculateClassificationError(IMLClassification method,
IMLDataSet data)
{
int total = 0;
int correct = 0;
foreach (IMLDataPair pair in data)
{
var ideal = (int) pair.Ideal[0];
int actual = method.Classify(pair.Input);
if (actual == ideal)
correct++;
total++;
}
return (total - correct)/(double) total;
}
/// <summary>
/// Calculate an error for a method that makes use of classification.
/// </summary>
/// <param name="method">The method to check.</param>
/// <param name="data">The data to check.</param>
/// <returns>The error.</returns>
public static double CalculateClassificationError(IMLClassification method,
IMLDataSet data)
{
int total = 0;
int correct = 0;
foreach (IMLDataPair pair in data)
{
var ideal = (int)pair.Ideal[0];
int actual = method.Classify(pair.Input);
if (actual == ideal)
correct++;
total++;
}
return (total - correct) / (double)total;
}
public static double CalculateClassificationError(IMLClassification method, IMLDataSet data)
{
int num = 0;
int num2 = 0;
using (IEnumerator<IMLDataPair> enumerator = data.GetEnumerator())
{
int num3;
int num4;
goto Label_001B;
Label_000E:
if (num4 != num3)
{
goto Label_0017;
}
Label_0013:
num2++;
Label_0017:
num++;
Label_001B:
if (!enumerator.MoveNext())
{
if (((uint) num2) > uint.MaxValue)
{
goto Label_0013;
}
}
else
{
IMLDataPair current = enumerator.Current;
num3 = (int) current.Ideal[0];
num4 = method.Classify(current.Input);
goto Label_000E;
}
}
return (((double) (num - num2)) / ((double) num));
}
