WeightSVM: Subject Weighted Support Vector Machines
Functions for subject/instance weighted support vector machines (SVM). It uses a modified version of 'libsvm' and is compatible with package 'e1071'. It also allows user defined kernel matrix.
| Version: | 1.7-16 |
| Imports: | graphics, grDevices, stats, methods, utils |
| Suggests: | SparseM, xtable, Matrix, MASS, e1071, knitr, slam, kernlab |
| Published: | 2024-10-12 |
| DOI: | 10.32614/CRAN.package.WeightSVM |
| Author: | Tianchen Xu  [aut,
cre],
Chih-Chung Chang [ctb, cph] (libsvm C++-code),
Chih-Chen Lin [ctb, cph] (libsvm C++-code),
Ming-Wei Chang [ctb, cph] (libsvm C++-code),
Hsuan-Tien Lin [ctb, cph] (libsvm C++-code),
Ming-Hen Tsai [ctb, cph] (libsvm C++-code),
Chia-Hua Ho [ctb, cph] (libsvm C++-code),
Hsiang-Fu Yu [ctb, cph] (libsvm C++-code),
David Meyer [ctb],
Evgenia Dimitriadou [ctb],
Kurt Hornik [ctb],
Andreas Weingessel [ctb],
Friedrich Leisch [ctb] |
| Maintainer: | Tianchen Xu <tx2155 at columbia.edu> |
| BugReports: | https://github.com/zjph602xtc/wsvm/issues |
| License: | GPL-2 | GPL-3 |
| URL: | https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/#weights_for_data_instances |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | WeightSVM results |
Documentation:
| Reference manual: | WeightSVM.pdf |
| Vignettes: |
Weighted Support Vector Machine Formulation (source) |
Downloads:
| Package source: | WeightSVM_1.7-16.tar.gz |
| Windows binaries: | r-devel: WeightSVM_1.7-16.zip, r-release: WeightSVM_1.7-16.zip, r-oldrel: WeightSVM_1.7-16.zip |
| macOS binaries: | r-release (arm64): WeightSVM_1.7-16.tgz, r-oldrel (arm64): WeightSVM_1.7-16.tgz, r-release (x86_64): WeightSVM_1.7-16.tgz, r-oldrel (x86_64): WeightSVM_1.7-16.tgz |
| Old sources: | WeightSVM archive |
Reverse dependencies:
| Reverse depends: | ECTSVR |
| Reverse imports: | mpath |
| Reverse suggests: | mlpwr |
Linking:
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