freebsd-ports/science/svmlight/pkg-descr
Stefan Eßer fb16dfecae Remove WWW entries moved into port Makefiles
Commit b7f05445c0 has added WWW entries to port Makefiles based on
WWW: lines in pkg-descr files.

This commit removes the WWW: lines of moved-over URLs from these
pkg-descr files.

Approved by:		portmgr (tcberner)
2022-09-07 23:58:51 +02:00

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SVMlight is an implementation of Vapnik's Support Vector Machine
[Vapnik, 1995] for the problem of pattern recognition, for the problem
of regression, and for the problem of learning a ranking function. The
optimization algorithms used in SVMlight are described in [Joachims,
2002a ]. [Joachims, 1999a]. The algorithm has scalable memory
requirements and can handle problems with many thousands of support
vectors efficiently.
The software also provides methods for assessing the generalization
performance efficiently. It includes two efficient estimation methods
for both error rate and precision/recall. XiAlpha-estimates [Joachims,
2002a, Joachims, 2000b] can be computed at essentially no
computational expense, but they are conservatively biased. Almost
unbiased estimates provides leave-one-out testing. SVMlight exploits
that the results of most leave-one-outs (often more than 99%) are
predetermined and need not be computed [Joachims, 2002a].