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 |