Описание тега kernlab
The kernlab package for R provides kernel-based machine learning methods for classification, regression and clustering.
The kernlab package for R provides kernel-based machine learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality reduction. Among other methods kernlab includes Support Vector Machines, Spectral Clustering, Kernel PCA, Gaussian Processes and a QP solver.
Resources:
- CRAN summary page
- Alexandros Karatzoglou et al: kernlab - An S4 Package for Kernel Methods in R, Journal of Statistical Software, Volume 11, Issue 9, November 2004.