public void Initialize(IGenomeDecoder <NeatGenome, IBlackBox> genomeDecoder, IMapClusteringDataset dataset, MapClusteringEvaluator evaluator, int nbClusters)
{
this.dataset = dataset;
this.nbClusters = nbClusters;
this.decoder = genomeDecoder;
this.evaluator = evaluator;
samples = dataset.GetSamplesMatrix();
outputs = new double[nbClusters, samples.GetLength(1), samples.GetLength(2)];
this.nbInputs = samples.GetLength(0);
maxValue = 0.0;
for (var i = 0; i < samples.GetLength(0); i++)
{
for (var j = 0; j < samples.GetLength(1); j++)
{
for (var k = 0; k < samples.GetLength(2); k++)
{
var value = samples[i, j, k];
if (value > maxValue)
{
maxValue = value;
}
}
}
}
maxValue *= 2; // margin
}
public MapClusteringScatterPlotView(IGenomeDecoder <NeatGenome, IBlackBox> genomeDecoder, IMapClusteringDataset dataset, MapClusteringEvaluator evaluator, int nbClusters)
: this()
{
Initialize(genomeDecoder, dataset, evaluator, nbClusters);
}