Package: dbcsp 0.0.2.1

Itsaso Rodríguez-Moreno

dbcsp: Distance-Based Common Spatial Patterns

A way to apply Distance-Based Common Spatial Patterns (DB-CSP) techniques in different fields, both classical Common Spatial Patterns (CSP) as well as DB-CSP. The method is composed of two phases: applying the DB-CSP algorithm and performing a classification. The main idea behind the CSP is to use a linear transform to project data into low-dimensional subspace with a projection matrix, in such a way that each row consists of weights for signals. This transformation maximizes the variance of two-class signal matrices.The dbcsp object is created to compute the projection vectors. For exploratory and descriptive purpose, plot and boxplot functions can be used. Functions train, predict and selectQ are implemented for the classification step.

Authors:Itziar Irigoien [aut], Concepción Arenas [aut], Itsaso Rodríguez-Moreno [cre, aut]

dbcsp_0.0.2.1.tar.gz
dbcsp_0.0.2.1.tar.gz(r-4.5-noble)dbcsp_0.0.2.1.tar.gz(r-4.4-noble)
dbcsp_0.0.2.1.tgz(r-4.4-emscripten)dbcsp_0.0.2.1.tgz(r-4.3-emscripten)
dbcsp.pdf |dbcsp.html
dbcsp/json (API)
NEWS

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

Peer review:

Datasets:
  • AR.data - Skeleton data for 6 different actions.

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 scripts 178 downloads 1 exports 121 dependencies

Last updated 2 years agofrom:028e3a0445. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 04 2024
R-4.5-linuxNOTEDec 04 2024

Exports:selectQ

Dependencies:base64encbslibcachemcaretclasscliclockclusterclvcodetoolscolorspacecpp11curldata.tablediagramdigestdplyrdtwe1071evaluatefansifarverfastmapfontawesomeforeachforecastfracdifffsfuturefuture.applygeigengenericsggplot2globalsgluegowergtablehardhathighrhtmltoolshtmlwidgetsipredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvlmtestlocpollongitudinalDatalubridatemagrittrMASSMatrixmemoisemgcvmimemisc3dModelMetricsmunsellnlmennetnumDerivparallelDistparallellypdcpillarpkgconfigplyrpROCprodlimprogressrproxypurrrquadprogquantmodR6rappdirsRColorBrewerRcppRcppArmadilloRcppParallelrecipesreshape2rglrlangrmarkdownrpartsassscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetinytexTSclustTSdisttseriesTTRtzdburcautf8vctrsviridisLitewithrxfunxtsyamlzoo