Umap, Machine Learning, AI, Dimensionality Reduction.
plt.scatter(reduced_data[:,2], reduced_data[:,3], c=target) plt.title("Using the 3rd and 4th Dimensions shows poor information") The Iris dataset contains 4 dimensions, but by reducing the dimensions with PCA we can already identify the classes quite clearly with the first 2 reduced dimensions.