Q-Kernel-Based and Conditionally Negative Definite Kernel-Based
Machine Learning Tools
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘qkerntool’ version 1.19
Help Pages
A B C D E F I K L M N P Q R S T W X Y
-- A --
| anocnd | CND Kernel Functions |
| anokernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| as.cndkernmatrix | Assing cndkernmatrix class to matrix objects |
| as.cndkernmatrix-method | Assing cndkernmatrix class to matrix objects |
| as.cndkernmatrix-methods | Assing cndkernmatrix class to matrix objects |
| as.qkernmatrix | Assing qkernmatrix class to matrix objects |
| as.qkernmatrix-method | Assing qkernmatrix class to matrix objects |
| as.qkernmatrix-methods | Assing qkernmatrix class to matrix objects |
-- B --
| bases | qKernel Functions |
| blkdiag | Block diagonal concatenation of matrix |
-- C --
| caubase | qKernel Functions |
| caucnd | CND Kernel Functions |
| caukernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| cauqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| chibase | qKernel Functions |
| chicnd | CND Kernel Functions |
| chikernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| chiqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| clust | Class "qkdbscan" |
| clust-method | Class "qkdbscan" |
| clust-method | Class "qkspecc" |
| clust<- | Class "qkdbscan" |
| clust<--method | Class "qkdbscan" |
| clust<--method | Class "qkspecc" |
| cndkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| cndkernf | Class "qkprc" |
| cndkernf-method | Class "qkprc" |
| cndkernf<- | Class "qkprc" |
| cndkernf<--method | Class "qkprc" |
| cndkernmatrix | CND Kernel Matrix functions |
| cndkernmatrix-class | Assing cndkernmatrix class to matrix objects |
| cndkernmatrix-method | CND Kernel Matrix functions |
| cndkernmatrix.anokernel | CND Kernel Matrix functions |
| cndkernmatrix.caukernel | CND Kernel Matrix functions |
| cndkernmatrix.chikernel | CND Kernel Matrix functions |
| cndkernmatrix.invkernel | CND Kernel Matrix functions |
| cndkernmatrix.laplkernel | CND Kernel Matrix functions |
| cndkernmatrix.logkernel | CND Kernel Matrix functions |
| cndkernmatrix.multkernel | CND Kernel Matrix functions |
| cndkernmatrix.nonlkernel | CND Kernel Matrix functions |
| cndkernmatrix.norkernel | CND Kernel Matrix functions |
| cndkernmatrix.polykernel | CND Kernel Matrix functions |
| cndkernmatrix.powkernel | CND Kernel Matrix functions |
| cndkernmatrix.ratikernel | CND Kernel Matrix functions |
| cndkernmatrix.rbfkernel | CND Kernel Matrix functions |
| cndkernmatrix.studkernel | CND Kernel Matrix functions |
| cndkernmatrix.wavkernel | CND Kernel Matrix functions |
| cnds | CND Kernel Functions |
| connum | qKernel Isomap embedding |
| connum-method | qKernel Isomap embedding |
| connum-method | qKernel Metric Multi-Dimensional Scaling |
| connum<- | qKernel Isomap embedding |
| connum<--method | qKernel Isomap embedding |
| connum<--method | qKernel Metric Multi-Dimensional Scaling |
-- D --
| dimRed | Class "qsammon" |
| dimRed-method | Class "qsammon" |
| dimRed-method | Class "qtSNE" |
| dimRed<- | Class "qsammon" |
| dimRed<--method | Class "qsammon" |
| dimRed<--method | Class "qtSNE" |
| dims | qKernel Isomap embedding |
| dims-method | qKernel Isomap embedding |
| dims-method | Class "qkLLE" |
| dims-method | qKernel Metric Multi-Dimensional Scaling |
| dims<- | qKernel Isomap embedding |
| dims<--method | qKernel Isomap embedding |
| dims<--method | Class "qkLLE" |
| dims<--method | qKernel Metric Multi-Dimensional Scaling |
-- E --
| eps | Class "qkdbscan" |
| eps-method | Class "qkdbscan" |
| eps<- | Class "qkdbscan" |
| eps<--method | Class "qkdbscan" |
| Eucdist | Computes the Euclidean(square Euclidean) distance matrix |
| Eucdist-method | Computes the Euclidean(square Euclidean) distance matrix |
| eVal | Class "qkgda" |
| eVal-method | qKernel Isomap embedding |
| eVal-method | Class "qkLLE" |
| eVal-method | qKernel Metric Multi-Dimensional Scaling |
| eVal-method | Class "qkgda" |
| eVal-method | Class "qkpca" |
| eVal-method | Class "qkspecc" |
| eVal<- | Class "qkgda" |
| eVal<--method | qKernel Isomap embedding |
| eVal<--method | Class "qkLLE" |
| eVal<--method | qKernel Metric Multi-Dimensional Scaling |
| eVal<--method | Class "qkgda" |
| eVal<--method | Class "qkpca" |
| eVal<--method | Class "qkspecc" |
| eVec | Class "qkgda" |
| eVec-method | qKernel Isomap embedding |
| eVec-method | Class "qkLLE" |
| eVec-method | qKernel Metric Multi-Dimensional Scaling |
| eVec-method | Class "qkgda" |
| eVec-method | Class "qkspecc" |
| eVec<- | Class "qkgda" |
| eVec<--method | qKernel Isomap embedding |
| eVec<--method | Class "qkLLE" |
| eVec<--method | qKernel Metric Multi-Dimensional Scaling |
| eVec<--method | Class "qkgda" |
| eVec<--method | Class "qkspecc" |
-- F --
| fun | Class "qsammon" |
-- I --
| input-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| invbase | qKernel Functions |
| invcnd | CND Kernel Functions |
| invkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| invqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| isseed | Class "qkdbscan" |
| isseed-method | Class "qkdbscan" |
| isseed<- | Class "qkdbscan" |
| isseed<--method | Class "qkdbscan" |
-- K --
| kcall | Class "qkprc" |
| kcall-method | Class "qkprc" |
| kcall<- | Class "qkprc" |
| kcall<--method | Class "qkprc" |
| kfunction-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
-- L --
| label | Class "qkgda" |
| label-method | Class "qkgda" |
| label<- | Class "qkgda" |
| label<--method | Class "qkgda" |
| laplbase | qKernel Functions |
| laplcnd | CND Kernel Functions |
| laplkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| laplqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| logbase | qKernel Functions |
| logcnd | CND Kernel Functions |
| logkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| logqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
-- M --
| mfeat_pix | mfeat_pix dataset |
| MinPts | Class "qkdbscan" |
| MinPts-method | Class "qkdbscan" |
| MinPts<- | Class "qkdbscan" |
| MinPts<--method | Class "qkdbscan" |
| multbase | qKernel Functions |
| multcnd | CND Kernel Functions |
| multkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| multqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
-- N --
| n.action | Class "qkprc" |
| n.action-method | Class "qkprc" |
| n.action<- | Class "qkprc" |
| n.action<--method | Class "qkprc" |
| nonlbase | qKernel Functions |
| nonlcnd | CND Kernel Functions |
| nonlkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| nonlqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| norcnd | CND Kernel Functions |
| norkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
-- P --
| pcv | Class "qkpca" |
| pcv-method | Class "qkpca" |
| pcv<- | Class "qkpca" |
| pcv<--method | Class "qkpca" |
| plot | Class "qkdbscan" |
| plot-method | Class "qkdbscan" |
| plot-method | Class "qkspecc" |
| polycnd | CND Kernel Functions |
| polykernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| powbase | qKernel Functions |
| powcnd | CND Kernel Functions |
| powkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| powqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| predict-method | qKernel-DBSCAN density reachability and connectivity clustering |
| predict-method | qKernel Generalized Discriminant Analysis |
| predict-method | qKernel Principal Components Analysis |
| print-method | qKernel-DBSCAN density reachability and connectivity clustering |
| prj | Class "qkgda" |
| prj-method | qKernel Isomap embedding |
| prj-method | Class "qkLLE" |
| prj-method | qKernel Metric Multi-Dimensional Scaling |
| prj-method | Class "qkgda" |
| prj<- | Class "qkgda" |
| prj<--method | qKernel Isomap embedding |
| prj<--method | Class "qkLLE" |
| prj<--method | qKernel Metric Multi-Dimensional Scaling |
| prj<--method | Class "qkgda" |
-- Q --
| qkdbscan | qKernel-DBSCAN density reachability and connectivity clustering |
| qkdbscan-class | Class "qkdbscan" |
| qkdbscan-method | qKernel-DBSCAN density reachability and connectivity clustering |
| qkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| qkernmatrix | qKernel Matrix functions |
| qkernmatrix-class | Assing qkernmatrix class to matrix objects |
| qkernmatrix-method | qKernel Matrix functions |
| qkernmatrix.cauqkernel | qKernel Matrix functions |
| qkernmatrix.chiqkernel | qKernel Matrix functions |
| qkernmatrix.invqkernel | qKernel Matrix functions |
| qkernmatrix.laplqkernel | qKernel Matrix functions |
| qkernmatrix.logqkernel | qKernel Matrix functions |
| qkernmatrix.multqkernel | qKernel Matrix functions |
| qkernmatrix.nonlqkernel | qKernel Matrix functions |
| qkernmatrix.powqkernel | qKernel Matrix functions |
| qkernmatrix.ratiqkernel | qKernel Matrix functions |
| qkernmatrix.rbfqkernel | qKernel Matrix functions |
| qkernmatrix.studqkernel | qKernel Matrix functions |
| qkernmatrix.wavqkernel | qKernel Matrix functions |
| qkgda | qKernel Generalized Discriminant Analysis |
| qkgda-class | Class "qkgda" |
| qkgda-method | qKernel Generalized Discriminant Analysis |
| qkIsomap | qKernel Isometric Feature Mapping |
| qkIsomap-class | qKernel Isomap embedding |
| qkIsomap-method | qKernel Isometric Feature Mapping |
| qkLLE | qKernel Locally Linear Embedding |
| qkLLE-class | Class "qkLLE" |
| qkLLE-method | qKernel Locally Linear Embedding |
| qkMDS | qKernel Metric Multi-Dimensional Scaling |
| qkMDS-class | qKernel Metric Multi-Dimensional Scaling |
| qkMDS-method | qKernel Metric Multi-Dimensional Scaling |
| qkpca | qKernel Principal Components Analysis |
| qkpca-class | Class "qkpca" |
| qkpca-method | qKernel Principal Components Analysis |
| qkprc-class | Class "qkprc" |
| qkspecc | qkernel spectral Clustering |
| qkspecc-class | Class "qkspecc" |
| qkspecc-method | qkernel spectral Clustering |
| qkspeclust | qkernel spectral Clustering |
| qkspeclust-method | qkernel spectral Clustering |
| qpar | Class "qkprc" |
| qpar-method | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| qpar-method | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| qpar-method | Class "qkprc" |
| qpar<- | Class "qkprc" |
| qpar<--method | Class "qkprc" |
| qsammon | qKernel Sammon Mapping |
| qsammon-class | Class "qsammon" |
| qsammon-method | qKernel Sammon Mapping |
| qtSNE | qKernel t-Distributed Stochastic Neighbor Embedding |
| qtSNE-class | Class "qtSNE" |
| qtSNE-method | qKernel t-Distributed Stochastic Neighbor Embedding |
-- R --
| ratibase | qKernel Functions |
| raticnd | CND Kernel Functions |
| ratikernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| ratiqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| rbfbase | qKernel Functions |
| rbfcnd | CND Kernel Functions |
| rbfkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| rbfqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| Residuals | qKernel Isomap embedding |
| Residuals-method | qKernel Isomap embedding |
| Residuals-method | qKernel Metric Multi-Dimensional Scaling |
| Residuals<- | qKernel Isomap embedding |
| Residuals<--method | qKernel Isomap embedding |
| Residuals<--method | qKernel Metric Multi-Dimensional Scaling |
| rotated | Class "qkpca" |
| rotated-method | Class "qkpca" |
| rotated<- | Class "qkpca" |
| rotated<--method | Class "qkpca" |
-- S --
| show-method | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| show-method | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| show-method | qkernel spectral Clustering |
| studbase | qKernel Functions |
| studcnd | CND Kernel Functions |
| studkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| studqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
-- T --
| terms | Class "qkprc" |
| terms-method | Class "qkprc" |
| terms<- | Class "qkprc" |
| terms<--method | Class "qkprc" |
-- W --
| wavbase | qKernel Functions |
| wavcnd | CND Kernel Functions |
| wavkernel-class | Class "cndkernel" "nonlkernel" "polykernel" "rbfkernel" "laplkernel" |
| wavqkernel-class | Class "qkernel" "rbfqkernel" "nonlqkernel" "laplqkernel" "ratiqkernel" |
| withinss | Class "qkspecc" |
| withinss-method | Class "qkspecc" |
| withinss<- | Class "qkspecc" |
| withinss<--method | Class "qkspecc" |
-- X --
| xmatrix | Class "qkprc" |
| xmatrix-method | Class "qkprc" |
| xmatrix<- | Class "qkprc" |
| xmatrix<--method | Class "qkprc" |
-- Y --
| ymatrix | Class "qkprc" |
| ymatrix-method | Class "qkprc" |
| ymatrix<- | Class "qkprc" |
| ymatrix<--method | Class "qkprc" |