Solving the linear SVM problem with coordinate descent
is very efficient and is implemented in one of the most often used packages,
'LIBLINEAR' (available at http://www.csie.ntu.edu.tw/~cjlin/liblinear).
It has been shown that the uniform selection of coordinates can be
accelerated by using an online adaptation of coordinate frequencies (ACF).
This package implements ACF and is based on 'LIBLINEAR' as well as
the 'LiblineaR' package (
|Author||Aydin Demircioglu <[email protected]>; Tobias Glasmachers <[email protected]>; Urun Dogan <[email protected]>|
|Date of publication||2016-01-04 12:39:03|
|Maintainer||Aydin Demircioglu <[email protected]>|
|Package repository||View on CRAN|
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