[R] which data structure to choose to keep multile objects?
clue_less
suhai_tim_liu at yahoo.com
Sat Nov 7 00:58:10 CET 2009
I have a function called nnmf which takes in one matrix and returns two
matrices. for example,
> X
[,1] [,2] [,3] [,4]
[1,] 1 4 7 10
[2,] 2 5 8 11
[3,] 3 6 9 12
> z=nnmf(X,2)
> z$W
[,1] [,2]
[1,] 0.8645422 0.6643681
[2,] 1.7411863 0.5377504
[3,] 2.6179287 0.4111063
> z$H
[,1] [,2] [,3] [,4]
[1,] 1.14299486 1.692260 2.241279 2.79030
[2,] 0.01838514 3.818559 7.619719 11.42087
----------------------------------------
Now I would like to run it many times --
z2 = nnmf(X,2)
z3 = nnmf(X,3)
z4 = nnmf(X,4)
z5 = nnmf(X,5)
...
But I would like to do it automatically , something like -
xprocess<-function(max_val) {
for (iter in 2: max_val) {
zz = sprintf( "z%s", iter )
zz <-nnmf(X,iter)
}
}
xprocess(10)
----
But how could I keep collection of my results each run?
Shall I have a data structure to keep appending results?
something like
theta = {}
?
which data structure to choose to keep multile objects?
Thanks!
Tim
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