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What is Understanding Scree Plots and Eigenvalues about?

This line graph shows the eigenvalues for each of the first 9 principal components. The first principal component has the highest eigenvalue of around 4, while subsequent components have decreasing eigenvalues, with the 9th component having an eigenvalue slightly above 0. Overall, the graph depicts the amount of variance explained by each principal component in a dataset.

Author

Jeromonah Rafailo

Language

EN