Displaying 7 results from an estimated 7 matches similar to: "PLS Q2 value?"
2012 May 02
0
PLS validation value
Greetings R users,
My interest in the Q2cum score comes my endeavor to replicate SIMCAP PLS-DA
analysis in R. I use the exact same dataset. After doing the analysis in
R, I can get the exact same R2Ycum. However, the Q2cum is significantly
off. Adding the Q2cum of the 1st and 2nd component comes close but that
seems unconvincing and I don't understand why the 3rd component Q2cum would
be
2007 Jun 26
1
Subscripting specified variables in a function
I'm trying to create a function which will allow me to subset a data set
based on values of various specified variables. I also want to then
apply some other function(s) (e.g., summary).
This is what I've tried so far....
> test.fx <- function(dta, expvar, expval) {
+ newdta <- subset(dta, eval(expvar)>expval)
+ summary(newdta$eval(expvar))
+ }
>
>
2007 Oct 23
1
Compute R2 and Q2 in PLS with pls.pcr package
Dear list
I am using the mvr function of the package pls.pcr to compute PLS
resgression using a X matrix of gene expression variables and a Y matrix
of medical varaibles.
I would like to obtain the R2 (sum of squares captured by the model) and
Q2 (proportion of total sum of squares captured in leave-one-out cross
validation) of the model.
I am not sure if there are specific slots in the
2012 Mar 05
0
3rd attempt R2 and Q2 from pls regression
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
2012 Feb 09
0
Cumulative R2 and Q2 values?
Greetings R users,
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
2017 Sep 18
0
Q2/R2 ratio in PLSDA
Hello,
I would like to perform a Partial least square discriminate analysis (PLSDA) in R.
To do this I use the package mixOmics.
I could perform the PLSDA in R. however I would also like to perform a leave-one-out cross validation in order to assess the performance of my model. My supervisor told me that I should focus on the R2/Q2 ratios.
However when I read the instruction for running the
2010 Nov 10
1
[obnox@samba.org: 3.6:idmap:Q2: get rid of (all/most) idmap alloc parameters for idmap_ldap ?]
Hi Samba Users,
I forgot to send this mail to the samba ML, too.
The question is whether anyone is using the idmap alloc
config options for idmap_ldap. I would like to remove
them for Samba 3.6. Details below.
Thanks - Michael
----- Forwarded message from Michael Adam <obnox at samba.org> -----
Date: Wed, 10 Nov 2010 11:19:56 +0100
From: Michael Adam <obnox at samba.org>
To: