Description Usage Arguments Value Author(s) Examples
View source: R/multiscaleSVDxpts.R
Automatically produce regularization matrices for simlr
1 | regularizeSimlr(x, knn, fraction = 0.1, sigma)
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x |
A list that contains the named matrices. Note: the optimization will likely perform much more smoothly if the input matrices are each scaled to zero mean unit variance e.g. by the |
knn |
A vector of knn values (integers, same length as matrices) |
fraction |
optional single scalar value to determine knn |
sigma |
optional sigma vector for regularization (same length as matrices) |
A list of regularization matrices.
BB Avants.
1 | # see simlr examples
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