What is a good way to visualize the results of canonical correlation analysis (CCA)?
Asked
Active
Viewed 762 times
3
-
possible duplicate of How to visualize what canonical correlation analysis does (in comparison to what principal component analysis does)? – Andy Apr 02 '15 at 10:32
-
1@Andy, that's for understanding what CCA itself is, this is for understanding your data & results. – gung - Reinstate Monica Apr 02 '15 at 10:46
-
@gung right, thanks for the clarification. I retracted the close vote. – Andy Apr 02 '15 at 10:58
-
On doing CCA we get a set of transformations which basically tells us the directions in which the data are maximally correlated. We can project the data into the first two directions and display them. Now compare the original data distribution in its first two dimensions. – roni Feb 25 '16 at 13:44
-
http://jmlr.org/proceedings/papers/v33/rasiwasia14.html -- kindly please check this paper they have good visualization examples. – roni Feb 25 '16 at 13:45