Data Science, Machine Learning, Unsupervised Learning, Dimensionality Reduction, Cruio.
explained variance represents the proportion of the total variance in the data that is captured by each principal component. It helps in determining the optimal number of principal components to retain. Dimensionality Reduction Methods Let’s explore some common dimensionality reduction methods: