public SampleCollection GetBaseline(double alpha, double normalityAmp, int startSectionLength)
{
Baseline baseline = Baseline.CreateBaseline(_points.Select(p => (long)p.Y).ToList(), 7, startSectionLength, alpha, normalityAmp);
var points = new List <MyPoint>();
for (int i = 0; i < baseline.Averages.Count; ++i)
{
points.Add(new MyPoint(_points[i].X, baseline.Averages[i]));
}
var col = new SampleCollection(points);
return(col);
}
//private SubtitleInfo GetFixedSubtitle(SubtitleInfo subtitlToFix, List<KeyValuePair<LineInfo, LineInfo>> orderedMatchPoints, List<double> matchPointsDiffsFromGoodSync)
//{
// var subtitle = subtitlToFix.CloneSub();
// int idx = 0;
// //attach average to actual timestamps
// foreach (var item in orderedMatchPoints)
// {
// item.Key.TimeStamp.IsOffsetCorrected = true;
// item.Key.TimeStamp.Correction = (long)matchPointsDiffsFromGoodSync[idx];
// ++idx;
// }
// //spread correction to all timestamps (including the ones not attached)
// long prevOffset = (long)matchPointsDiffsFromGoodSync[0];
// TimeStamp prev = null;
// foreach (var time in subtitle.TimeMarkers)
// {
// if (!time.IsOffsetCorrected)
// {
// var next = subtitle.Lines.Where(p => p.TimeStamp.FromTime > time.FromTime).FirstOrDefault(x => x.TimeStamp.IsOffsetCorrected);
// var currTime = time;
// var prevTime = prev;
// double newOffset = prevOffset;
// if (prevTime != null && next != null)
// {
// var nextTime = next.TimeStamp;
// //timeAfterPrev / timeInterval (=next-prev) = the precentage of movement in the X axis between the two points
// double part = ((double)currTime.FromTime - (double)prevTime.FromTime) / ((double)nextTime.FromTime - (double)prevTime.FromTime);
// //(change in corrections between prev -> next) * (calculated place between them =part) + (the base correction of prev =the stating point of this correction)
// newOffset = (((double)nextTime.Correction - (double)prev.Correction) * part) + (double)prevTime.Correction;
// }
// time.IsOffsetCorrected = true;
// time.Correction = (long)newOffset;
// }
// else
// {
// prevOffset = time.Correction;
// prev = time;
// }
// //extend duration for all subs
// time.Duration = (long)(TimeStampDurationMultiplyer * (double)time.Duration);
// }
// return subtitle;
//}
private List <KeyValuePair <LineInfo, LineInfo> > CalculateDiffAndBaseline(List <KeyValuePair <LineInfo, LineInfo> > ordered, out List <long> dataset2, out List <double> averages)
{
dataset2 = ordered.Select(x => x.Value.TimeStamp.FromTime - x.Key.TimeStamp.FromTime).ToList();
var baseline = Baseline.CreateBaseline(dataset2, 7, (int)StartSectionLength, BaselineAlgAlpha, NormalZoneAmplitude);
averages = baseline.Averages;
//fix collections to remove abnormal values in preperation for using them in the sync later
if (RemoveAbnormalPoints)
{
averages = averages.Where((p, i) => (!baseline.AbnormalPoints.Contains(i))).ToList();
ordered = ordered.Where((p, i) => (!baseline.AbnormalPoints.Contains(i))).ToList();
dataset2 = dataset2.Where((p, i) => (!baseline.AbnormalPoints.Contains(i))).ToList();
baseline = Baseline.CreateBaseline(dataset2, 7, (int)StartSectionLength, BaselineAlgAlpha, 3);
averages = baseline.Averages;
}
return(ordered);
}
public SampleCollection FilterAbnormalsByBaseline(double alpha, double normalityAmp, int startSectionLength)
{
Baseline baseline = Baseline.CreateBaseline(_points.Select(p => (long)p.Y).ToList(), 7, startSectionLength, alpha, normalityAmp);
var points = new List <MyPoint>();
for (int i = 0; i < baseline.Averages.Count; ++i)
{
if (!baseline.AbnormalPoints.Contains(i))
{
points.Add(new MyPoint(_points[i].X, _points[i].Y));
}
}
var col = new SampleCollection(points);
col._pointDescByXValue = this._pointDescByXValue;
return(col);
}