public async Task <byte[]> ExecuteAsync(GeoImageData geoImageData, int[] includedBands,
IProgress <ClusteringProgress> progress, CancellationToken cancellationToken)
{
if (includedBands.Length == 0 || includedBands.Length > geoImageData.Nbands)
{
throw new ArgumentOutOfRangeException(nameof(includedBands), "Array length out of range predefined by the GeoImageData.");
}
var imageLoader = new GeoImageLoader(geoImageData, includedBands);
return(await ExecuteAsync(imageLoader, progress, cancellationToken));
}
private RandomForestModel Train(GeoImageData image, int[] includedBands, GeoImageData clustering, int clusteringBand)
{
ValidateInputImages(image, clustering);
HandleBandCountPerSplitValue(includedBands.Length);
_progress.Report(ClusteringProgress.Initializing(TreeCount));
var imageLoader = new GeoImageLoader(image, includedBands);
byte[][] points = imageLoader.LoadJaggedBands();
var targetLoader = new GeoImageLoader(clustering, clusteringBand);
byte[] targets = targetLoader.LoadPoints(); //RandomForestUtilities.LoadPoints(clustering, clusteringBand);
return(TrainForestModel(points, targets, includedBands.Length));
}
