// FIXED LENGTH
private void CreateFixedLengthOptions(string[][] data, List <RecordFormatInfo> res)
{
var format = new RecordFormatInfo();
var stats = Indicators.CalculateAsFixedSize(data);
format.mConfidence = (int)(Math.Max(0, 1 - stats.Deviation / stats.Avg) * 100);
var builder = new FixedLengthClassBuilder("AutoDetectedClass");
CreateFixedLengthFields(data, builder);
format.mClassBuilder = builder;
res.Add(format);
}
// UNKNOWN
private void CreateMixedOptions(string[][] data, List <RecordFormatInfo> res)
{
var stats = Indicators.CalculateAsFixedSize(data);
if (stats.Deviation / stats.Avg <= FixedLengthDeviationTolerance * Math.Min(1, NumberOfLines(data) / MinSampleData))
{
CreateFixedLengthOptions(data, res);
}
CreateDelimiterOptions(data, res);
//if (deviation > average * 0.01 &&
// deviation < average * 0.05)
// CreateFixedLengthOptions(data, res);
}