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qkerntool: Q-Kernel-Based and Conditionally Negative Definite Kernel-Based Machine Learning Tools
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.
Getting started
Browse package contents
Package details |
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| Author | Yusen Zhang [aut, cre] (<https://orcid.org/0000-0003-3842-1153>), Daolin Pang [ctb], Jinghao Wang [ctb], Jialin Zhang [ctb] |
| Maintainer | Yusen Zhang <yusenzhang@126.com> |
| License | GPL (>= 2) |
| Version | 1.19 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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