Umap, Machine Learning, AI, Dimensionality Reduction.
plt.scatter(reduced_data[:,0], reduced_data[:,1], c=target) plt.title("Using the 1st and 2nd Dimensions shows increased information") # Lets have a look at the last 2 features, we should expect little information plt.scatter(reduced_data[:,2], reduced_data[:,3], c=target) plt.title("Using the 3rd