From cf40ee31d0377bbd6b781a2b20066e0b9acac90f Mon Sep 17 00:00:00 2001 From: Gertjan van den Burg Date: Wed, 4 Apr 2018 13:34:02 -0400 Subject: Update description --- DESCRIPTION | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) (limited to 'DESCRIPTION') diff --git a/DESCRIPTION b/DESCRIPTION index 77509b5..8b13cb1 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,15 +1,28 @@ Package: gensvm -Version: 0.0.2 -Date: 2017-07-26 +Version: 0.1.0 +Date: 2018-04-04 Title: GenSVM Authors@R: c(person("Gertjan", "van den Burg", role=c("aut", "cre"), email="gertjanvandenburg@gmail.com"), person("Patrick", "Groenen", email="groenen@ese.eur.nl", role="ctb")) -Description: TBD +Description: The GenSVM classifier is a generalized multiclass support vector + machine (SVM). This classifier aims to find decision boundaries that + separate the classes with as wide a margin as possible. In GenSVM, the + loss function is very flexible in the way that misclassifications are + penalized. This allows the user to tune the classifier to the dataset + at hand and potentially obtain higher classification accuracy than + alternative multiclass SVMs. Moreover, this flexibility means that + GenSVM has a number of other multiclass SVMs as special cases. One of + the other advantages of GenSVM is that it is trained in the primal + space, allowing the use of warm starts during optimization. This + means that for common tasks such as cross validation or repeated model + fitting, GenSVM can be trained very quickly. License: GPL (>= 2) Depends: R (>= 3.0.0) +Classification/MSC: 62H30, 68T10 URL: https://github.com/GjjvdBurg/RGenSVM + https://jmlr.org/papers/v17/14-526.html BugReports: https://github.com/GjjvdBurg/RGenSVM RoxygenNote: 6.0.1 NeedsCompilation: yes -- cgit v1.2.3