Man pages for gdkrmr/dimRed
A Framework for Dimensionality Reduction

as.data.frameConverts to data.frame
as.dimRedDataConverts to dimRedData
AUC_lnK_R_NX-dimRedResult-methodMethod AUC_lnK_R_NX
cophenetic_correlation-dimRedResult-methodMethod cophenetic_correlation
dataSetsExample Data Sets for dimensionality reduction
DiffusionMaps-classDiffusion Maps
dimRedData-classClass "dimRedData"
dimRedMethod-classClass "dimRedMethod"
dimRedMethodListdimRedMethodList
dimRed-packageThe dimRed package
dimRedResult-classClass "dimRedResult"
distance_correlation-dimRedResult-methodMethod distance_correlation
DrL-classDistributed Recursive Graph Layout
DRR-classDimensionality Reduction via Regression
embeddispatches the different methods for dimensionality reduction
FastICA-classIndependent Component Analysis
FruchtermanReingold-classFruchterman Reingold Graph Layout
getDataMethod getData
getDimRedDataMethod getDimRedData
getMetaMethod getMeta
getNDimMethod getNDim
getOrgDataMethod getOrgData
getParsMethod getPars
getRotationMatrixgetRotationMatrix
HLLE-classHessian Locally Linear Embedding
installSuggestsgetSuggests
Isomap-classIsomap embedding
KamadaKawai-classGraph Embedding via the Kamada Kawai Algorithm
kPCA-classKernel PCA
LaplacianEigenmaps-classLaplacian Eigenmaps
LCMC-dimRedResult-methodMethod LCMC
LLE-classLocally Linear Embedding
makeKNNgraphmakeKNNgraph
maximize_correlation-dimRedResult-methodMaximize Correlation with the Axes
MDS-classMetric Dimensional Scaling
mean_R_NX-dimRedResult-methodMethod mean_R_NX
mixColorRampsMixing color ramps
ndimsMethod ndims
nMDS-classNon-Metric Dimensional Scaling
PCA-classPrincipal Component Analysis
PCA_L1-classPrincipal Component Analysis with L1 error.
plotPlotting of dimRed* objects
plot_R_NXplot_R_NX
printMethod print
Q_global-dimRedResult-methodMethod Q_global
Q_local-dimRedResult-methodMethod Q_local
Q_NX-dimRedResult-methodMethod Q_NX
qualityQuality Criteria for dimensionality reduction.
reconstruction_error-dimRedResult-methodMethod reconstruction_error
reconstruction_rmse-dimRedResult-methodMethod reconstruction_rmse
R_NX-dimRedResult-methodMethod R_NX
total_correlation-dimRedResult-methodMethod total_correlation
tSNE-classt-Distributed Stochastic Neighborhood Embedding
gdkrmr/dimRed documentation built on Sept. 6, 2017, 8:28 p.m.