public ds_hand(bool left, person owner)
{
this.owner = owner;
String prefix;
if(left)
{
this.setLeft(true);
prefix = "Left";
fingers = new ds_finger[5];
fingers[0] = new ds_finger(prefix + "Thumb",3,owner);
fingers[1] = new ds_finger(prefix + "Index", 4, owner);
fingers[2] = new ds_finger(prefix + "Middle", 4, owner);
fingers[3] = new ds_finger(prefix + "Ring", 4, owner);
fingers[4] = new ds_finger(prefix + "Pinky", 4, owner);
}
else
{
this.setLeft(false);
prefix = "Right";
fingers = new ds_finger[5];
fingers[0] = new ds_finger(prefix + "Thumb", 3, owner);
fingers[1] = new ds_finger(prefix + "Index", 4, owner);
fingers[2] = new ds_finger(prefix + "Middle", 4, owner);
fingers[3] = new ds_finger(prefix + "Ring", 4, owner);
fingers[4] = new ds_finger(prefix + "Pinky", 4, owner);
}
}
public ds_finger(String fingerName, int numParts, person owner)
{
this.owner = owner;
this.setFingerName(fingerName);
this.numOfParts = numParts;
this.fingerParts = new ds_phalanx[this.numOfParts];
for(int k = 0; k < fingerParts.Length; k++)
fingerParts[k] = new ds_phalanx(owner);
}
public ds_phalanx(person owner)
{
this.owner = owner;
this.measurements = 0;
this.sum = 0;
this.trimmedAverage = 0;
this.totalTrimmedAverage = 0;
this.countTrimmedAverages = 0;
this.avg = 0;
this.min = 200;
this.max = 0;
this.variance = 0;
this.standardDeviation = 0;
//this.uniqueID = Guid.NewGuid().ToString();
}
public List<person> getNearestNeighbors(person thisPerson, List<person> listIn)
{
//MessageBox.Show(Convert.ToString(listIn[0].leftHand.getThumb().getFingerParts()[1].trimmedAverage));
List<ds_phalanx> thumb_distal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> thumb_intermediate_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> thumb_proximal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> index_distal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> index_intermediate_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> index_proximal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> index_metacarpal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> middle_distal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> middle_intermediate_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> middle_proximal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> middle_metacarpal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> ring_distal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> ring_intermediate_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> ring_proximal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> ring_metacarpal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> pinky_distal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> pinky_intermediate_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> pinky_proximal_phalanxes = new List<ds_phalanx>();
List<ds_phalanx> pinky_metacarpal_phalanxes = new List<ds_phalanx>();
foreach(person p in listIn)
{
p.knn_score = 0;
thumb_distal_phalanxes.Add(p.leftHand.getThumb().getFingerParts()[0]);
thumb_intermediate_phalanxes.Add(p.leftHand.getThumb().getFingerParts()[1]);
thumb_proximal_phalanxes.Add(p.leftHand.getThumb().getFingerParts()[2]);
index_distal_phalanxes.Add(p.leftHand.getIndex().getFingerParts()[0]);
index_intermediate_phalanxes.Add(p.leftHand.getIndex().getFingerParts()[1]);
index_proximal_phalanxes.Add(p.leftHand.getIndex().getFingerParts()[2]);
index_metacarpal_phalanxes.Add(p.leftHand.getIndex().getFingerParts()[3]);
middle_distal_phalanxes.Add(p.leftHand.getMiddle().getFingerParts()[0]);
middle_intermediate_phalanxes.Add(p.leftHand.getMiddle().getFingerParts()[1]);
middle_proximal_phalanxes.Add(p.leftHand.getMiddle().getFingerParts()[2]);
middle_metacarpal_phalanxes.Add(p.leftHand.getMiddle().getFingerParts()[3]);
ring_distal_phalanxes.Add(p.leftHand.getRing().getFingerParts()[0]);
ring_intermediate_phalanxes.Add(p.leftHand.getRing().getFingerParts()[1]);
ring_proximal_phalanxes.Add(p.leftHand.getRing().getFingerParts()[2]);
ring_metacarpal_phalanxes.Add(p.leftHand.getRing().getFingerParts()[3]);
pinky_distal_phalanxes.Add(p.leftHand.getPinky().getFingerParts()[0]);
pinky_intermediate_phalanxes.Add(p.leftHand.getPinky().getFingerParts()[1]);
pinky_proximal_phalanxes.Add(p.leftHand.getPinky().getFingerParts()[2]);
pinky_metacarpal_phalanxes.Add(p.leftHand.getPinky().getFingerParts()[3]);
}
//-------thumb
/* MessageBox.Show("THIS PERSON:\t" + thisPerson.leftHand.getThumb().getFingerParts()[0].trimmedAverage + Environment.NewLine +
thumb_distal_phalanxes[4].owner.getName()+ ":\t" + thumb_distal_phalanxes[0].trimmedAverage+
Environment.NewLine + "RESULT\t:" + thisPerson.leftHand.getThumb().getFingerParts()[0].compareTrimmedAverage(thumb_distal_phalanxes[4].trimmedAverage).ToString());
*/
thumb_distal_phalanxes = thumb_distal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getThumb().getFingerParts()[0].trimmedAverage)).ToList();
thumb_intermediate_phalanxes = thumb_intermediate_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getThumb().getFingerParts()[1].trimmedAverage)).ToList();
thumb_proximal_phalanxes = thumb_proximal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getThumb().getFingerParts()[2].trimmedAverage)).ToList();
//thumb doesnt have metacarpal
//-------index
index_distal_phalanxes = index_distal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getIndex().getFingerParts()[0].trimmedAverage)).ToList();
index_intermediate_phalanxes = index_intermediate_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getIndex().getFingerParts()[1].trimmedAverage)).ToList();
index_proximal_phalanxes = index_proximal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getIndex().getFingerParts()[2].trimmedAverage)).ToList();
index_metacarpal_phalanxes = index_metacarpal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getIndex().getFingerParts()[3].trimmedAverage)).ToList();
//-------middle
middle_distal_phalanxes = middle_distal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getMiddle().getFingerParts()[0].trimmedAverage)).ToList();
middle_intermediate_phalanxes = middle_intermediate_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getMiddle().getFingerParts()[1].trimmedAverage)).ToList();
middle_proximal_phalanxes = middle_proximal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getMiddle().getFingerParts()[2].trimmedAverage)).ToList();
middle_metacarpal_phalanxes = middle_metacarpal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getMiddle().getFingerParts()[3].trimmedAverage)).ToList();
//-------ring
ring_distal_phalanxes = ring_distal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getRing().getFingerParts()[0].trimmedAverage)).ToList();
ring_intermediate_phalanxes = ring_intermediate_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getRing().getFingerParts()[1].trimmedAverage)).ToList();
ring_proximal_phalanxes = ring_proximal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getRing().getFingerParts()[2].trimmedAverage)).ToList();
ring_metacarpal_phalanxes = ring_metacarpal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getRing().getFingerParts()[3].trimmedAverage)).ToList();
//-------pinky
pinky_distal_phalanxes = pinky_distal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getPinky().getFingerParts()[0].trimmedAverage)).ToList();
pinky_intermediate_phalanxes = pinky_intermediate_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getPinky().getFingerParts()[1].trimmedAverage)).ToList();
pinky_proximal_phalanxes = pinky_proximal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getPinky().getFingerParts()[2].trimmedAverage)).ToList();
pinky_metacarpal_phalanxes = pinky_metacarpal_phalanxes.OrderBy(o => o.compareTrimmedAverage(thisPerson.leftHand.getPinky().getFingerParts()[3].trimmedAverage)).ToList();
//implement scoring
/*
string msg = "";
foreach (ds_phalanx p in thumb_distal_phalanxes)
msg += p.owner.getUserName() + "\t" + p.trimmedAverage + Environment.NewLine;
MessageBox.Show(msg);*/
for (int k = 0; k < listIn.Count; k++)
{
int score = listIn.Count - k;
thumb_distal_phalanxes.ElementAt(k).owner.knn_score += score;
thumb_intermediate_phalanxes.ElementAt(k).owner.knn_score += score;
thumb_proximal_phalanxes.ElementAt(k).owner.knn_score += score;
index_distal_phalanxes.ElementAt(k).owner.knn_score += score;
index_intermediate_phalanxes.ElementAt(k).owner.knn_score += score;
index_proximal_phalanxes.ElementAt(k).owner.knn_score += score;
index_metacarpal_phalanxes.ElementAt(k).owner.knn_score += score;
middle_distal_phalanxes.ElementAt(k).owner.knn_score += score;
middle_intermediate_phalanxes.ElementAt(k).owner.knn_score += score;
middle_proximal_phalanxes.ElementAt(k).owner.knn_score += score;
middle_metacarpal_phalanxes.ElementAt(k).owner.knn_score += score;
ring_distal_phalanxes.ElementAt(k).owner.knn_score += score;
ring_intermediate_phalanxes.ElementAt(k).owner.knn_score += score;
ring_proximal_phalanxes.ElementAt(k).owner.knn_score += score;
ring_metacarpal_phalanxes.ElementAt(k).owner.knn_score += score;
pinky_distal_phalanxes.ElementAt(k).owner.knn_score += score;
pinky_intermediate_phalanxes.ElementAt(k).owner.knn_score += score;
pinky_proximal_phalanxes.ElementAt(k).owner.knn_score += score;
pinky_metacarpal_phalanxes.ElementAt(k).owner.knn_score += score;
}
List<person> outList = listIn.OrderByDescending(o => o.knn_score).ToList();
int firstScore = 0, secondScore = 0, thirdScore = 0, total = 0;
try
{
firstScore = outList[0].knn_score;
secondScore = outList[1].knn_score;
thirdScore = outList[2].knn_score;
total = firstScore + secondScore + thirdScore;
}
catch (Exception e)
{
Console.WriteLine(e.Message);
}
double persentageOne = 0, persentageTwo = 0, persentageThree = 0;
try
{
persentageOne = (double)firstScore / total * 100;
persentageTwo = (double)secondScore / total * 100;
persentageThree = (double)thirdScore / total * 100;
}
catch (Exception i)
{
Console.WriteLine(i.Message);
}
msg += outList[0].getName() + Environment.NewLine +
"\t K-NN Score" + "\t Persentage score" + Environment.NewLine +
"\t" + outList[0].knn_score + "\t\t" + String.Format("{0:#,#.##}", persentageOne) + "%" + Environment.NewLine;
msg += outList[1].getName() + Environment.NewLine +
"\t K-NN Score" + "\t Persentage score" + Environment.NewLine +
"\t" + outList[1].knn_score + "\t\t" + String.Format("{0:#,#.##}", persentageTwo) + "%" + Environment.NewLine;
msg += outList[2].getName() + Environment.NewLine +
"\t K-NN Score" + "\t Persentage score" + Environment.NewLine +
"\t" + outList[2].knn_score + "\t\t" + String.Format("{0:#,#.##}", persentageThree) + "%" + Environment.NewLine;
return outList;
}
public String getName(person cryN)
{
String thisName = cryN.getName();
return thisName;
}
public K_NN(List<person> listIn, person tmpPerson)
{
this.allPersons = listIn;
thisPerson = tmpPerson;
thisPersonIndex = allPersons.IndexOf(thisPerson);
}
public String getUname(person cryU)
{
String thisUName = cryU.getUserName();
return thisUName;
}