public void Init()
{
ClearCanvas();
matrixOfPoints = CombinedOldAndNewData();
KernalPca.Train(matrixOfPoints);
kpcaMatrix = KernalPca.Transform(matrixOfPoints);
Normalize.Initiate(matrixOfPoints);
normalizedMatrix = Normalize.Matrix(matrixOfPoints);
//targets = CombinedOldAndNewTargets();
numberOfPoints = matrixOfPoints.Length;
GameObject pieInitiator = GameObject.Find("DataInitiator");
pieInitiatorScript = (PieController)pieInitiator.GetComponent(typeof(PieController));
var oldPies = CreatePies(ValfriStatic.MatrixOfPoints, ValfriStatic.Targets);
var addedPies = new List <GameObject>();
try
{
addedPies = CreatePies(ValfriStatic.AddedPoints.GetRange(0, ValfriStatic.AddedPoints.Count - 1));
addedPies.AddRange(CreatePies(ValfriStatic.AddedPoints.GetRange(ValfriStatic.AddedPoints.Count - 1, 1), true));
}
catch (System.Exception)
{
}
oldPies.AddRange(addedPies);
DipslayPies(oldPies);
var knnPoints = new List <GameObject>();
try
{
for (int i = 0; i < Dataset.K; i++)
{
knnPoints.Add(oldPies[Knn.info[i].idx]);
}
}
catch (System.Exception)
{
}
foreach (var pie in knnPoints)
{
var pieScript = (BigPie)pie.GetComponent(typeof(BigPie));
pieScript.CreateBigPie();
}
}
public void Save()
{
List <double> point = scrollScript.GetInputs();
Debug.Log(point.Count);
GameObject pieInitiator = GameObject.Find("DataInitiator");
var pieInitiatorScript = (PieController)pieInitiator.GetComponent(typeof(PieController));
int target = Knn.Classify(point.ToArray(), ValfriStatic.MatrixOfPoints, Dataset.NumberOfFeatures, Dataset.K);
var canvas = GameObject.Find("Canvas");
var newPie = pieInitiatorScript.CreatePie(point.ToArray(), target);
var KPCA = KernalPca.Transform(point.ToArray());
Display.Pie(newPie, canvas);
Display.SetPosition(newPie, (float)KPCA[0], (float)KPCA[1], 0, true);
Delete();
}
