PCA Biplot interpretation help.

Machine Learning and Modeling
,
1

000044
I was visualizing a scatterplot between the PC1 and PC2 of a PCA I've done with tidymodels' step_pca. The results are separated into three cluster like these. What does it mean?

Also, these plot was drawn with geom_point, but I want to know if is there any way I can visualize arrows in the biplot with tidymodels like in FactoMiner?

Also, what's the difference between juice() and bake()? I've seen bake() used to generate altered data set in https://www.tmwr.org and also saw juice() used in PCA and UMAP with tidymodels and #TidyTuesday cocktail recipes | Julia Silge to generate altered data set.

2

This topic was automatically closed 21 days after the last reply. New replies are no longer allowed.

If you have a query related to it or one of the replies, start a new topic and refer back with a link.