public double norm1(GapRecord other)
{
double diffA = Math.Abs(this.a - other.a);
double diffB = Math.Abs(this.b - other.b);
double diffC = Math.Abs(this.c - other.c);
double diffD = Math.Abs(this.d - other.d);
double sumall = diffA + diffB + diffC + diffD;
return(sumall);
}
public double norm2(GapRecord other)
{
double diffA = Math.Pow(this.a - other.a, 2);
double diffB = Math.Pow(this.b - other.b, 2);
double diffC = Math.Pow(this.c - other.c, 2);
double diffD = Math.Pow(this.d - other.d, 2);
double sumall = diffA + diffB + diffC + diffD;
double result = Math.Sqrt(sumall);
return(result);
}
int nearestNeighbor(float gap0, float gap1, float gap2, float gap3)
{
GapRecord primary = new GapRecord(gap0, gap1, gap2, gap3);
GapRecord secondary;
int rows = handData.GetLength(0);
int result = -1;
double minvalue = 10000;
double dist;
for (int i = 0; i < rows; i++)
{
secondary = new GapRecord(handData[i, 0], handData[i, 1], handData[i, 2], handData[i, 3]);
dist = primary.norm2(secondary);
if (dist < minvalue)
{
minvalue = dist;
result = yi[i];
}
}
//Debug.Log ("GAP: " + primary.ToString());
return(result);
}
int kNearestNeighbor(float gap0, float gap1, float gap2, float gap3)
{
GapRecord primary = new GapRecord(gap0, gap1, gap2, gap3);
GapRecord secondary;
int rows = handData.GetLength(0);
int[] results = new int[5] {
-1, -1, -1, -1, -1
};
double[] min = new double[5] {
10000, 10000, 10000, 10000, 10000
};
double dist;
//Debug.Log (rows);
for (int i = 0; i < rows; i++)
{
secondary = new GapRecord(handData[i, 0], handData[i, 1], handData[i, 2], handData[i, 3]);
dist = primary.norm2(secondary);
if (dist < min[4])
{
min[4] = dist;
results[4] = yi[i];
}
if (dist < min[3])
{
min[4] = min[3];
results[4] = results[3];
min[3] = dist;
results[3] = yi[i];
}
if (dist < min[2])
{
min[3] = min[2];
results[3] = results[2];
min[2] = dist;
results[2] = yi[i];
}
if (dist < min[1])
{
min[2] = min[1];
results[2] = results[1];
min[1] = dist;
results[1] = yi[i];
}
if (dist < min[0])
{
min[1] = min[0];
results[1] = results[0];
min[0] = dist;
results[0] = yi[i];
}
}
//Debug.Log ("GAP: " + primary.ToString());
Debug.Log("MODE: " + results[0] + " " + results[1] + " " + results[2] + " " + results[3] + " " + results[4]);
int result = modeFunction(results);
return(result);
}