ArticularlyWordRecognition | ArticularyWordRecognition |
AtrialFibrillation | AtrialFibrillation |
BasicMotions | BasicMotions |
CharacterTrajectories | CharacterTrajectories |
Cricket | Cricket |
dis_2dsvd | Constructs a pairwise distance matrix based on two-dimensional singular value decomposition (2dSVD) |
dis_cor | Constructs a pairwise distance matrix based on auto and cross-correlations |
dis_dtw_1 | Constructs a pairwise distance matrix based on multivariate dynamic time warping |
dis_dtw_2 | Constructs a pairwise distance matrix based on multivariate dynamic time warping |
dis_eros | Constructs a pairwise distance matrix based on the Eros distance measure |
dis_eucl | Constructs a pairwise distance matrix based on the Euclidean distance |
dis_frechet | Constructs a pairwise distance matrix based on the Frechet distance |
dis_gcc | Constructs a pairwise distance matrix based on the generalized cross-correlation |
dis_hwl | Constructs a pairwise distance matrix based on feature extraction |
dis_lpp | Constructs a pairwise distance matrix based on locality preserving projections (LPP) |
dis_mahalanobis | Constructs a pairwise distance matrix based on the Mahalanobis distance |
dis_mahalanobis_dtw | Constructs a pairwise distance matrix based on a dissimilarity combining both the dynamic time warping and the Mahalanobis distance. |
dis_mcc | Constructs a pairwise distance matrix based on maximal cross-correlations |
dis_modwt | Constructs a pairwise distance matrix based on the maximum overlap discrete wavelet transform |
dis_pca | Constructs a pairwise distance matrix based on Principal Component Analysis (PCA) |
dis_ppca | Constructs a pairwise distance matrix relying on a piecewise representation based on PCA |
dis_qcd | Constructs a pairwise distance matrix based on the quantile cross-spectral density (QCD) |
dis_qcf | Constructs a pairwise distance matrix based on the quantile cross-covariance function |
dis_spectral | Constructs a pairwise distance matrix based on estimated spectral matrices |
dis_swmd | Constructs a pairwise distance matrix based on VPCA and SWMD |
dis_var_1 | Constructs a pairwise distance matrix based on the estimated VAR coefficients of the series |
dis_var_2 | Model-based dissimilarity proposed by Maharaj (1999) |
dis_www | Constructs a pairwise distance matrix based on feature extraction |
dis_zagorecki | Constructs a pairwise distance matrix based on feature extraction |
DuckDuckGeese_1 | DuckDuckGeese_1 |
DuckDuckGeese_2 | DuckDuckGeese_2 |
EigenWorms_1 | EigenWorms_1 |
EigenWorms_2 | EigenWorms_2 |
Epilepsy | Epilepsy |
ERing | ERing |
EthanolConcentration | EthanolConcentration |
f4_classifier | Constructs the F4 classifier of López-Oriona and Vilar (2021) |
FinancialData | FinancialData |
FingerMovements | FingerMovements |
HandMovementDirection | HandMovementDirection |
Handwriting | Handwriting |
Heartbeat | Heartbeat |
JapaneseVowels | JapaneseVowels |
knn_classifier | Constructs a nearest neighbours-based classifier and returns the predictions for a test set |
Libras | Libras |
LSST | LSST |
mc2pca_clustering | Performs the crisp clustering algorithm of Li (2019) |
mlmts | mlmts: Machine Learning Algorithms for Multivariate Time Series. |
MotorImagery | MotorImagery |
mts_forecasting | A forecasting procedure for MTS based on lag-embedding matrices |
mts_plot | Constructs a plot of a MTS |
NATOPS | NATOPS |
outlier_detection | Constructs the outlier detection procedure of López-Oriona and Vilar (2021) |
PEMS_SF_1 | PEMS_SF_1 |
PEMS_SF_2 | PEMS_SF_2 |
PenDigits | PenDigits |
Phoneme | Phoneme |
plot_2d_scaling | Constructs a 2-dimensional scaling plot based on a given dissimilarity matrix. |
RacketSports | RacketSports |
SelfRegulationSCP1 | SelfRegulationSCP1 |
SelfRegulationSCP2 | SelfRegulationSCP2 |
SpokenArabicDigits | SpokenArabicDigits |
StandWalkJump | StandWalkJump |
SyntheticData1 | SyntheticData1 |
SyntheticData2 | SyntheticData2 |
UWaveGestureLibrary | UWaveGestureLibrary |
vpca_clustering | Performs the fuzzy clustering algorithm of He and Tan (2020). |