Nonlinear machine learning tool for classification, clustering and dimensionality reduction. It integrates 13 conditional negative definite (CND) kernel functions and includes the qKernel and CND kernel version of Density-based spatial clustering of applications with noise (DBSCAN), Spectral Clustering, generalized discriminant analysis (GDA), Principal component analysis (PCA), Isomap and LLE algorithm, Sammon and tSNE.

#Examples install.packages(“qkerntool”) library(qkerntool)