Machine Learning, Data Science, Healthcare, Biology.
pd.DataFrame(principalComponents) Figure 1. Scree plot showing variance drop-off after the third component. Fig. 1 shows that the first three components explain the majority of the variance in our data. For this visualization use case, we will quickly plot just the first two. We do this to notice