private double checkPreciseComparison(Signature first, Signature second, double max, double std)
{
const double TOLLERANCE = 0.05;
const double SLOPE = 0.008;
DynamicTimeWrapping dtw = new DynamicTimeWrapping();
var result = dtw.calcSimilarity(first, second);
var threshold = max + TOLLERANCE * std;
var logit = 1.0 / (1.0 + Math.Exp(-SLOPE * (threshold - result)));
//Debug.WriteLine("Lkogit to " + logit);
return(logit);
}
private double checkPreciseComparisonByJA(Signature first, Signature second, double treshold)
{
DynamicTimeWrapping dtw = new DynamicTimeWrapping();
var result = dtw.calcSimilarity(first, second);
//Debug.WriteLine(result);
double temp = 0.0;
if (result <= treshold)
{
temp = 1.0;
}
else
{
temp = 1.0 - (Math.Abs((treshold - result) / treshold));
}
if (temp < 0)
{
return(0.0);
}
return(temp);
}
