basisMostVar | Around orthonormal bases |
chameleon | CHAMELEON clustering |
checkParts | Comparing partitions (clustering) |
countPart | Comparing partitions (clustering) |
datacf | Two artificial data sets |
dataIn | Two artificial data sets |
dataOut1 | Two artificial data sets |
dataOut2 | Two artificial data sets |
dimest1 | Dimension estimation |
dimest2 | Dimension estimation |
findK_gtclusts | Clustering input-output data |
fmetam | Build and validate the functional outputs model |
fmetam_1cl | Build and validate the functional outputs model |
fperrors | Empirical error estimators |
fusion_smcl | Rearrangement of clusters |
GCEM | Global Coordination of Exponential Maps |
GCEM_rec | Global Coordination of Exponential Maps |
genFourier | Around orthonormal bases |
getcoefc | Mixing functional models |
getMedElem | Around orthonormal bases |
gtclusts | Main clustering function |
gtclusts_inout | Clustering input-output data |
km_dists | k-means like functions |
km_PCA | k-means like functions |
knnPredict | Prediction for no-dimensionality-reduction-methods |
learnClassif | Building a classifier |
learnRegress | Statistical learning (regression) |
linear_rec | Around orthonormal bases |
linEmb | Around orthonormal bases |
locdim1 | Dimension estimation |
LPcaML | Local PCA Manifold Learning |
LPcaML_rec | Local PCA Manifold Learning |
lpcaPredict | Prediction for no-dimensionality-reduction-methods |
mergeToK | Rearrangement of clusters |
mixpredf | Mixing functional models |
modelcf | package modelcf |
nfoldcv | Build and validate the functional outputs model |
nlin_adaptRec | Dimensionality reduction and associate reconstruction |
nlin_redDim | Dimensionality reduction and associate reconstruction |
optimParams_classif | Building a classifier |
optimParams_regress | Statistical learning (regression) |
phclust | Main clustering function |
plotC | Printing and plotting utilitiy functions |
plotPts | Printing and plotting utilitiy functions |
predict.modelcf | Predictions for some models |
predictClassif | Predictions for some models |
predictRegress | Predictions for some models |
print.modelcf | Printing and plotting utilitiy functions |
reordering | Rearrangement of clusters |
RML | Riemannian Manifold Learning |
RML_rec | Riemannian Manifold Learning |
simpleWavBasis | Around orthonormal bases |
spec_clust | Spectral clustering |
spec_emb | Spectral clustering |
updateDissims | CHAMELEON clustering |
varInfo | Comparing partitions (clustering) |
xtr_plan1 | Extract training set |
xtr_plan2 | Extract training set |