Umap, Machine Learning, AI, Dimensionality Reduction.
we should expect little information plt.scatter(reduced_data[:,2], reduced_data[:,3], c=target) plt.title("Using the 3rd and 4th Dimensions shows poor information") plt.show() Note how the data scales positively And how the residues have a higher amplitude and seem to be less organized. This can be