kernelFactory: Kernel Factory: An Ensemble of Kernel Machines (original) (raw)
Binary classification based on an ensemble of kernel machines ("Ballings, M. and Van den Poel, D. (2013), Kernel Factory: An Ensemble of Kernel Machines. Expert Systems With Applications, 40(8), 2904-2913"). Kernel factory is an ensemble method where each base classifier (random forest) is fit on the kernel matrix of a subset of the training data.
| Version: | 0.3.0 |
|---|---|
| Imports: | randomForest, AUC, genalg, kernlab, stats |
| Published: | 2015-09-29 |
| DOI: | 10.32614/CRAN.package.kernelFactory |
| Author: | Michel Ballings, Dirk Van den Poel |
| Maintainer: | Michel Ballings <Michel.Ballings at GMail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Citation: | kernelFactory citation info |
| Materials: | |
| CRAN checks: | kernelFactory results |
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