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The scree plot helps you to determine the optimal number of
components. The eigenvalue of each component in the initial
solution is plotted.
Generally, you want to extract the
components on the steep slope.
The components on the shallow
slope contribute little to the solution.
The last big drop
occurs between the third and fourth components, so using the
first three components is an easy choice.
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Scree Plot |