Man pages for mlmts
Machine Learning Algorithms for Multivariate Time Series
| ArticularlyWordRecognition | ArticularyWordRecognition |
| AtrialFibrillation | AtrialFibrillation |
| BasicMotions | BasicMotions |
| CharacterTrajectories | CharacterTrajectories |
| Cricket | Cricket |
| dis_2dsvd | Constructs a pairwise distance matrix based on... |
| dis_cor | Constructs a pairwise distance matrix based on auto and... |
| dis_dtw_1 | Constructs a pairwise distance matrix based on multivariate... |
| dis_dtw_2 | Constructs a pairwise distance matrix based on multivariate... |
| dis_eros | Constructs a pairwise distance matrix based on the Eros... |
| dis_eucl | Constructs a pairwise distance matrix based on the Euclidean... |
| dis_frechet | Constructs a pairwise distance matrix based on the Frechet... |
| dis_gcc | Constructs a pairwise distance matrix based on the... |
| dis_hwl | Constructs a pairwise distance matrix based on feature... |
| dis_lpp | Constructs a pairwise distance matrix based on locality... |
| dis_mahalanobis | Constructs a pairwise distance matrix based on the... |
| dis_mahalanobis_dtw | Constructs a pairwise distance matrix based on a... |
| dis_mcc | Constructs a pairwise distance matrix based on maximal... |
| dis_modwt | Constructs a pairwise distance matrix based on the maximum... |
| dis_pca | Constructs a pairwise distance matrix based on Principal... |
| dis_ppca | Constructs a pairwise distance matrix relying on a piecewise... |
| dis_qcd | Constructs a pairwise distance matrix based on the quantile... |
| dis_qcf | Constructs a pairwise distance matrix based on the quantile... |
| dis_spectral | Constructs a pairwise distance matrix based on estimated... |
| dis_swmd | Constructs a pairwise distance matrix based on VPCA and SWMD |
| dis_var_1 | Constructs a pairwise distance matrix based on the estimated... |
| dis_var_2 | Model-based dissimilarity proposed by Maharaj (1999) |
| dis_www | Constructs a pairwise distance matrix based on feature... |
| dis_zagorecki | Constructs a pairwise distance matrix based on feature... |
| 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... |
| Libras | Libras |
| LSST | LSST |
| mc2pca_clustering | Performs the crisp clustering algorithm of Li (2019) |
| mlmts | mlmts: Machine Learning Algorithms for Multivariate Time... |
| MotorImagery | MotorImagery |
| mts_forecasting | A forecasting procedure for MTS based on lag-embedding... |
| mts_plot | Constructs a plot of a MTS |
| NATOPS | NATOPS |
| outlier_detection | Constructs the outlier detection procedure of López-Oriona... |
| 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... |
| 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). |
