similar to: PLS Q2 value?

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: