Package: TSEAL 0.1.3

Iván Velasco

TSEAL: Time Series Analysis Library

The library allows to perform a multivariate time series classification based on the use of Discrete Wavelet Transform for feature extraction, a step wise discriminant to select the most relevant features and finally, the use of a linear or quadratic discriminant for classification. Note that all these steps can be done separately which allows to implement new steps. Velasco, I., Sipols, A., de Blas, C. S., Pastor, L., & Bayona, S. (2023) <doi:10.1186/S12938-023-01079-X>. Percival, D. B., & Walden, A. T. (2000,ISBN:0521640687). Maharaj, E. A., & Alonso, A. M. (2014) <doi:10.1016/j.csda.2013.09.006>.

Authors:Iván Velasco [aut, cre, cph]

TSEAL_0.1.3.tar.gz
TSEAL_0.1.3.zip(r-4.5)TSEAL_0.1.3.zip(r-4.4)TSEAL_0.1.3.zip(r-4.3)
TSEAL_0.1.3.tgz(r-4.5-any)TSEAL_0.1.3.tgz(r-4.4-any)TSEAL_0.1.3.tgz(r-4.3-any)
TSEAL_0.1.3.tar.gz(r-4.5-noble)TSEAL_0.1.3.tar.gz(r-4.4-noble)
TSEAL_0.1.3.tgz(r-4.4-emscripten)TSEAL_0.1.3.tgz(r-4.3-emscripten)
TSEAL.pdf |TSEAL.html
TSEAL/json (API)

# Install 'TSEAL' in R:
install.packages('TSEAL', repos = c('https://vg-lab.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vg-lab/tseal/issues

On CRAN:

Conda:

2.70 score 1 scripts 177 downloads 15 exports 92 dependencies

Last updated 9 months agofrom:425531b1a0. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 12 2025
R-4.5-winWARNINGMar 12 2025
R-4.5-macWARNINGMar 12 2025
R-4.5-linuxWARNINGMar 12 2025
R-4.4-winWARNINGMar 12 2025
R-4.4-macWARNINGMar 12 2025
R-4.4-linuxWARNINGMar 12 2025
R-4.3-winWARNINGMar 12 2025
R-4.3-macWARNINGMar 12 2025

Exports:availableFeaturesavailableFilterschooseLevelclassifyextractSubsetgenerateStepDiscrimKFCVLOOCVMultiWaveAnalysisSameDiscrimStepDiscrimStepDiscrimVtestFilterstestModeltrainModel

Dependencies:backportsBHbigmemorybigmemory.sricaretcheckmateclasscliclockcodetoolscolorspacecpp11crayondata.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlobstrlubridatemagrittrMASSMatrixmgcvModelMetricsmultitapermunsellnlmennetnumDerivparallellypillarpkgconfigplyrprettyunitspROCprodlimprogressrproxypryrpurrrR6RColorBrewerRcpprecipesreshape2rlangrpartscalesshapesparsevctrsSQUAREMstatcompstringistringrsurvivalsynchronicitytibbletidyrtidyselecttimechangetimeDatetzdbutf8uuidvctrsviridisLitewaveslimwdmwithrzoo