public void Init()
{
PuzzleClusterData.Sequence[] newSeqArr = new PuzzleClusterData.Sequence[data.Sequences.Count];
List <PuzzleClusterData.Sequence> newSeq = new List <PuzzleClusterData.Sequence>();
data.Sequences.CopyTo(newSeqArr);
newSeq.AddRange(newSeqArr);
while (chosenSeq.Count < data.SequencesAmount)
{
PuzzleClusterData.Sequence seq = newSeq[Random.Range(0, newSeq.Count)];
chosenSeq.Add(seq);
newSeq.Remove(seq);
}
chosenColor = (ClusterColor)Random.Range(0, 4);
SolutionState = PuzzleState.Unsolved;
checkPressed = false;
misstakes = 0;
heatLvl = 0;
Material[] newMaterials = Interactables.CheckLight.materials;
newMaterials[1] = data.LightOffMat;
Interactables.CheckLight.materials = newMaterials;
SetScreens(false);
graphicCtrl.Init(graphicCtrl.Data);
graphicCtrl.Paint(SolutionState);
}
public List <DataPoint> GetClusters()
{
List <Tuple <double, double, double, double> > DataValues = GetColums(path);
List <DataPoint> dataPoints = new List <DataPoint>();
int lengthOfDataSet = TestSet.size();
for (int i = 0; i < lengthOfDataSet; ++i)
{
ClusterColor cluster = (ClusterColor)eM.clusterInstance(TestSet.get(i));
var test = eM.clusterPriors();
DataPoint dataPoint = new DataPoint(cluster, i, eM.distributionForInstance(TestSet.get(i)));
dataPoint.AX = DataValues[i].Item1;
dataPoint.SlopeVarians = DataValues[i].Item2;
dataPoint.Slope = DataValues[i].Item3;
dataPoint.SlopeDiff = DataValues[i].Item4;
dataPoints.Add(dataPoint);
}
return(dataPoints);
}
public DataPoint(ClusterColor clusterColor, int pointNumber, double[] Weights)
{
this.Weights = Weights;
this.clusterColor = clusterColor;
PointNumber = pointNumber;
}
