Package index

All functions

EHyClus()

Clustering using Epigraph and Hypograph indices

EI()

Epigraph Index (EI) for a functional dataset

HI()

Hypograph Index (HI) for a functional dataset

MEI()

Modified Epigraph Index (MEI) for functional dataset.

MHI()

Modified Hypograph Index (MHI) for a functional dataset

clustInd_hierarch()

Perform hierarchical clustering for a different combinations of indices, method and distance

clustInd_kkmeans()

Kernel k-means clustering using indices

clustInd_kmeans()

K-means clustering with indices

clustInd_spc()

Spectral clustering using indices

clustering_validation()

Create a table containing four validation metrics for clustering: Purity, F-measure and Rand Index (RI) and Adjusted Rand Index (ARI). This function considers pairs of points

generate_indices()

Create a dataset with indices from a functional dataset in one or multiple dimensions

sim_model_ex1()

Function for generating functional data in one dimension

sim_model_ex2()

Function for generating functional data in one or multiple dimension