Nonlinear machine learning tool for classification, clustering and dimensionality reduction. It integrates 12 q-kernel functions and 15 conditional negative definite kernel functions and includes the q-kernel and conditional negative definite kernel version of density-based spatial clustering of applications with noise, spectral clustering, generalized discriminant analysis, principal component analysis, multidimensional scaling, locally linear embedding, sammon's mapping and t-Distributed stochastic neighbor embedding.
| Version: | 1.19 |
| Depends: | R (≥ 3.0.1) |
| Imports: | stats, class, graphics, methods |
| Published: | 2019-04-13 |
| Author: | Yusen Zhang |
| Maintainer: | Yusen Zhang <yusenzhang at 126.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | qkerntool results |
| Reference manual: | qkerntool.pdf |
| Package source: | qkerntool_1.19.tar.gz |
| Windows binaries: | r-devel: qkerntool_1.19.zip, r-release: qkerntool_1.19.zip, r-oldrel: qkerntool_1.19.zip |
| macOS binaries: | r-release: qkerntool_1.19.tgz, r-oldrel: qkerntool_1.19.tgz |
| Old sources: | qkerntool archive |
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