[R] sparse matrix
Martin Gotz
xgotz at informatics.muni.cz
Mon Jan 8 15:49:14 CET 2001
On Mon, 8 Jan 2001, Prof Brian Ripley wrote:
> A matrix in R is a vector plus a dim atttribute. I presume you mean a
> numeric matrix (there are other types). Then it needs a 8byte space per
> entry.
Yes. Numeric matrix.
> There are other ways to handle matrices: look at package Matrix, for
> example.
>
> One obvious representation is to store the non-zero elements and their
> locations.
>
> Just how large is this matrix, and does it have a pattern to its sparsity?
10000 x 10000 elements and 50 000 x 50 000 elements
There is no pattern of sparsity. Values in matrix means some distance
between words (for 10000 and 5 0000 words).
98% of elements in matrix are the same (with value 7500)
> And what do you want to do with it? Doing things with sparse matrices has
> a tendency to make them less sparse.
Hierarchical clustering. Input matrix is distance matrix for hierarchical
clustering with function hclust.
Thank you
Martin Gotz
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