Greetings R users,
I have been hoping someone would be familiar with this topic. I understand
fully everything on this list is from the good graces of those who wish to
help. Thanks to those who have helped in multiple circumstances. However,
I wanted to post this question once more. I hope someone will read it and
perhaps have some additional insight into what I may be able to do.
Thank you,
I have been working on running plsda and I would like to have the R2 and Q2
values. I know the function R2 from the 'pls' package will generate both
R2 and Q2 but they are for each separate class. Is there a way to get the
cumulative R2 and Q2 for the whole model?
R2(pls.new, estimate="all")
Response: B
(Intercept) 1 comps 2 comps
train 0.00000 0.001759 0.3812
CV -0.03419 -0.082686 0.2983
Response: FR8
(Intercept) 1 comps 2 comps
train 0.00000 0.4362 0.4362
CV -0.03419 0.3936 0.3745
Response: S45
(Intercept) 1 comps 2 comps
train 0.00000 0.3682 0.7749
CV -0.03419 0.3061 0.7313
Again, what I am looking for is a way to get an overall R2 and Q2 values
for the entire model. My thanks to any who can assist me,
Charles
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