protected LanguageModel(CharCounters lowerCaseCharCounts, double upperCaseToLowerCaseFactor)
{
lowerCaseFrequencies = lowerCaseCharCounts.ToFrequenciesVector();
var counters = new CharCounters();
foreach (var lowerCaseChar in lowerCaseCharCounts.Chars())
{
var upperCaseChar = Char.ToUpperInvariant(lowerCaseChar);
var lowerCaseCounter = lowerCaseCharCounts.CharCount(lowerCaseChar) * 1000;
var upperCaseCounter = (int)Math.Round(upperCaseToLowerCaseFactor * lowerCaseCounter);
counters.AddChar(lowerCaseChar, lowerCaseCounter);
counters.AddChar(upperCaseChar, upperCaseCounter);
}
frequencies = counters.ToFrequenciesVector();
modelChars = new HashSet <char>(frequencies.NonZeroComponents().Select(c => (char)c));
}
public double GetCompliance(string text, bool ignoreCase, bool applyModelFilter)
{
var charCounters = new CharCounters();
if (ignoreCase)
{
text = text.ToLowerInvariant();
}
if (applyModelFilter)
{
foreach (var c in text)
{
if (modelChars.Contains(c))
{
charCounters.AddChar(c);
}
}
}
else
{
charCounters.AddAllChars(text);
}
var textFrequencies = charCounters.ToFrequenciesVector();
var frequenciesSet = ignoreCase ? lowerCaseFrequencies : frequencies;
double maxDiff = 0;
double diff = 0;
foreach (var entry in frequenciesSet.NonZeroEntries())
{
diff += Math.Abs(entry.Value - textFrequencies.Get(entry.Key));
maxDiff += entry.Value;
}
var result = (maxDiff - diff) / maxDiff;
return(result >= 0 ? result: 0);
}