public double Predict(double x)
{
if (LoessIntervals == null || !LoessIntervals.Any())
{
throw new Illumina.Common.IlluminaException("Unable to predict because no intervals are available.");
}
LoessInterval interval = FindInterval(x);
if (interval == null)
{
throw new Illumina.Common.IlluminaException(String.Format("Unable to find an interval for {0}.", x));
}
return(predict(x, interval));
}
private double predict(double x, LoessInterval interval)
{
var coeffs = LoessInterpolator.computeCoefficients(x, SortedXs, SortedYs, SortedRobustnessWeights, interval.BandwidthInterval);
return LoessInterpolator.predict(x, coeffs);
}
private double predict(double x, LoessInterval interval)
{
var coeffs = LoessInterpolator.computeCoefficients(x, SortedXs, SortedYs, SortedRobustnessWeights, interval.BandwidthInterval);
return(LoessInterpolator.predict(x, coeffs));
}
