public static IEnumerable <string> GetFalsePositives()
{
return(File.ReadLines(@"C:\temp\ID160-false-positives.txt")
.Where(w => !SampleSplitter.PreExcludeValue(w))
// .Distinct(StringComparer.Ordinal)
.ToArray());
}
public static IEnumerable <string> GetWords()
{
return(File.ReadLines(@"c:\temp\words.txt")
.Where(w => !SampleSplitter.PreExcludeValue(w))
// .Distinct(StringComparer.Ordinal)
.ToArray());
}
private static IEnumerable <string> GetWordsPreExcluded()
{
return(File.ReadLines(@"c:\temp\words.txt")
.Where(w => !SampleSplitter.PreExcludeValue(w))
// .Distinct()
.ToArray());
}
private void CalculateModel()
{
sampleSplitter = new SampleSplitter(samples, NumOfPhases);
modelList = new List<List<double>>();
foreach(var sampleList in sampleSplitter)
{
modelList.Add(Regression.GetModel(sampleList));
}
}
public void RegexFinder()
{
var fakes = DataGenerator.FakeWords.Value
.Where(w => !SampleSplitter.PreExcludeValue(w))
.ToArray();
var words = GetWords()
.Where(w => !SampleSplitter.PreExcludeValue(w))
.ToArray();
var path = @"c:/temp/hc-regex-bruteforce.txt";
// File.Create(path).Dispose();
var lines = File.ReadAllLines(path).ToList();
var done = lines
.Select(line => line.Split(';')[0])
.ToList();
//lines = done
// .Select(pattern => EvalRegex(fakes, words, pattern))
// .ToList();
var random = new Random();
var i = 16;
var newLines = Enumerable.Range(0, i)
.AsParallel()
.Select(_ =>
{
var pattern = GetRandomPattern(done, random);
var result = EvalRegex(fakes, words, pattern);
return(result);
})
.ToArray();
lines.AddRange(newLines);
lines = lines
.Select(line => line.Split(';'))
.Select(line => new
{
p = String.Join(";", line),
fakeRatio = double.Parse(line[1].Slice(0, -1)),
wordRatio = double.Parse(line[2].Slice(0, -1)),
boost = double.Parse(line[3].Slice(0, -1)),
diffRatio = double.Parse(line[4].Slice(0, -1)),
})
.OrderByDescending(x => x.diffRatio * Math.Max(x.boost - 0.7, 0))
.Select(x => x.p)
.ToList();
File.WriteAllLines(path, lines);
}
public void OutputMostFreq2Letters()
{
var samples = GetWordsPreExcluded()
.Select(w => w.Substring(0, Math.Min(6, w.Length)))
.SelectMany(w => SampleSplitter.SplitSamples(w, 2))
.ToArray()
.GroupBy(s => s)
.Select(s => new { Sample = s.Key, Count = s.Count() })
.ToArray()
.OrderByDescending(s => s.Count)
//.Take(26)
.Take(96)
.ToArray();
Dump(samples.Select(s => s.Sample));
}