The default output of a Principal Component Analysis is a table showing the attributes and their scores going into each component. However, it may be more intuitive for some review or illustrate the results on a scatter plot. This article describes how to go from a Principal Component Analysis:
to a Component Plot based on scores from the first two components from the Principal Component Analysis:
Requirements
- A Principal Component Analysis (PCA) output. See How to Do Principal Component Analysis in Displayr.
Method
- From the object inspector on the PCA output, click Plot > Component Plot.
- A new page will appear containing the component plot.
Next
How to Create a Principal Component Analysis Biplot
How to Create a Scree Plot from a Principal Component Analysis
How to Create a Dimension Reduction Scatterplot
How to Create a Goodness of Fit Plot from a Dimension Reduction Output
How to Save Components/Dimensions from a Dimension Reduction Output