Hello there,
I need your opinions based on this situation: Imagine I was looking at a scale that looked at the liking of different foods, and PCA divided the scale between 2 components: savoury and sweet foods. What would you do if you see that for instance an item measuring the liking of let's say cake (clearly sweet) would significantly load more onto the savoury component?
It wouldn't make sense to report this, so what solution would you offer?
Thanks!