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 14 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

Package details

AuthorYusen Zhang [aut, cre] (<https://orcid.org/0000-0003-3842-1153>), Daolin Pang [ctb], Jinghao Wang [ctb], Jialin Zhang [ctb]
MaintainerYusen Zhang <[email protected]>
LicenseGPL (>= 2)
Version1.18
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("qkerntool")

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qkerntool documentation built on Nov. 20, 2018, 9:04 a.m.