Python, Machine Learning, Data Science, Dimensionality Reduction, Towards Data Science.
explained variance. We can select the number of components which have >95% cumulative explained variance. In this case, we selected 8 number of principal components i.e., we are reducing the dimensions of the Pavia University data to 8 dimensions. Graph Between Cumulative Explained Variance and