Relevant Dimension Estimation (RDE) in Feature Spaces


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Documentation for package ‘rdetools’ version 1.0

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rdetools-package Relevant Dimension Estimation (RDE) in Feature Spaces
denoiselabels Denoise labels
distimage Distance image
drawkpc Draw kernel pca coefficients
estnoise Estimate noise level
isregression Estimate from labels whether this is a regression problem
kpr Kernel projection regression
logspace Logarithmically spaced sequence generation
modelimage Model selection image
polykernel Calculate polynomial kernel matrix
rbfkernel Calculate RBF kernel matrix
rde Relevant Dimension Estimation (RDE)
rdetools Relevant Dimension Estimation (RDE) in Feature Spaces
rde_loocv Relevant Dimension Estimation (RDE) by Leave-One-Out Cross-Validation (LOO-CV)
rde_tcm Relevant Dimension Estimation (RDE) by Fitting a Two-Component Model (TCM)
selectmodel Model selection
sinc Calculate sinc values
sincdata Generate random sinc data