def CreatePlot(self):
clusters = 1 if self.model.clusteringAlgorithm == 0 else self.model.clusters
print('DEBUG - Clusters a graficar: %d' % clusters)
plotter = Plotter()
if (self.model.selectedAxes < 3):
plotter.PlotSamples2D(self.model.dataset,
axes=self.model.colsForAxes,
labels=self.result.labels,
clusters=clusters)
if (len(self.result.centroids)):
plotter.PlotCentroids2D(self.result.centroids,
axes=self.model.colsForAxes)
else:
plotter.PlotSamples3D(self.model.dataset,
axes=self.model.colsForAxes,
labels=self.result.labels,
clusters=clusters)
if (len(self.result.centroids)):
plotter.PlotCentroids3D(self.result.centroids,
axes=self.model.colsForAxes)
return plotter
