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: | 1.7-13 |
| Imports: | graphics, grDevices, stats, methods, utils |
| Suggests: | SparseM, xtable, Matrix, MASS, e1071, knitr, slam, kernlab |
| Published: | 2023-12-03 |
| Author: | Tianchen Xu [aut, cre] (<https://orcid.org/0000-0002-0102-7630>), 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 |
| Reference manual: | WeightSVM.pdf |
| Vignettes: |
Weighted Support Vector Machine Formulation |
| Package source: | WeightSVM_1.7-13.tar.gz |
| Windows binaries: | r-prerel: WeightSVM_1.7-13.zip, r-release: WeightSVM_1.7-13.zip, r-oldrel: WeightSVM_1.7-13.zip |
| macOS binaries: | r-prerel (arm64): WeightSVM_1.7-13.tgz, r-release (arm64): WeightSVM_1.7-13.tgz, r-oldrel (arm64): WeightSVM_1.7-13.tgz, r-prerel (x86_64): WeightSVM_1.7-13.tgz, r-release (x86_64): WeightSVM_1.7-13.tgz |
| Old sources: | WeightSVM archive |
| Reverse depends: | ECTSVR |
| Reverse imports: | mlpwr, mpath |
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