Package: Rcatch22 0.2.3

Trent Henderson

Rcatch22: Calculation of 22 CAnonical Time-Series CHaracteristics

Calculate 22 summary statistics coded in C on time-series vectors to enable pattern detection, classification, and regression applications in the feature space as proposed by Lubba et al. (2019) <doi:10.1007/s10618-019-00647-x>.

Authors:Trent Henderson [cre, aut], Carl Lubba [ctb]

Rcatch22_0.2.3.tar.gz
Rcatch22_0.2.3.zip(r-4.7)Rcatch22_0.2.3.zip(r-4.6)Rcatch22_0.2.3.zip(r-4.5)
Rcatch22_0.2.3.tgz(r-4.6-x86_64)Rcatch22_0.2.3.tgz(r-4.6-arm64)Rcatch22_0.2.3.tgz(r-4.5-x86_64)Rcatch22_0.2.3.tgz(r-4.5-arm64)
Rcatch22_0.2.3.tar.gz(r-4.7-arm64)Rcatch22_0.2.3.tar.gz(r-4.7-x86_64)Rcatch22_0.2.3.tar.gz(r-4.6-arm64)Rcatch22_0.2.3.tar.gz(r-4.6-x86_64)
Rcatch22_0.2.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
Rcatch22/json (API)

# Install 'Rcatch22' in R:
install.packages('Rcatch22', repos = c('https://hendersontrent.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hendersontrent/rcatch22/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • feature_list - All features available in Rcatch22 in tidy format

On CRAN:

Conda:

machine-learningtime-seriescpp

6.74 score 22 stars 2 packages 28 scripts 343 downloads 25 exports 2 dependencies

Last updated from:f7bea04dcb. Checks:11 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE131
linux-devel-x86_64NOTE126
source / vignettesOK186
linux-release-arm64NOTE114
linux-release-x86_64NOTE127
macos-release-arm64NOTE137
macos-release-x86_64NOTE172
macos-oldrel-arm64NOTE151
macos-oldrel-x86_64NOTE308
windows-develNOTE101
windows-releaseNOTE246
windows-oldrelNOTE118
wasm-releaseOK104

Exports:catch22_allCO_Embed2_Dist_tau_d_expfit_meandiffCO_f1ecacCO_FirstMin_acCO_HistogramAMI_even_2_5CO_trev_1_numDN_HistogramMode_10DN_HistogramMode_5DN_MeanDN_OutlierInclude_n_001_mdrmdDN_OutlierInclude_p_001_mdrmdDN_Spread_StdFC_LocalSimple_mean1_tauresratFC_LocalSimple_mean3_stderrIN_AutoMutualInfoStats_40_gaussian_fmmiMD_hrv_classic_pnn40PD_PeriodicityWang_th0_01SB_BinaryStats_diff_longstretch0SB_BinaryStats_mean_longstretch1SB_MotifThree_quantile_hhSB_TransitionMatrix_3ac_sumdiagcovSC_FluctAnal_2_dfa_50_1_2_logi_prop_r1SC_FluctAnal_2_rsrangefit_50_1_logi_prop_r1SP_Summaries_welch_rect_area_5_1SP_Summaries_welch_rect_centroid

Dependencies:Rcpprlang

Introduction to Rcatch22

Trent Henderson

Rendered fromRcatch22.Rmdusingknitr::knitron May 31 2026.

Last update: 2022-06-02
Started: 2021-04-10

Readme and manuals

Help Manual

Help pageTopics
Automatically run every time-series feature calculation included in the catch22 setcatch22_all
Function to calculate a statistical featureCO_Embed2_Dist_tau_d_expfit_meandiff
Function to calculate a statistical featureCO_f1ecac
Function to calculate a statistical featureCO_FirstMin_ac
Function to calculate a statistical featureCO_HistogramAMI_even_2_5
Function to calculate a statistical featureCO_trev_1_num
Function to calculate a statistical featureDN_HistogramMode_10
Function to calculate a statistical featureDN_HistogramMode_5
Function to calculate a statistical featureDN_Mean
Function to calculate a statistical featureDN_OutlierInclude_n_001_mdrmd
Function to calculate a statistical featureDN_OutlierInclude_p_001_mdrmd
Function to calculate a statistical featureDN_Spread_Std
Function to calculate a statistical featureFC_LocalSimple_mean1_tauresrat
Function to calculate a statistical featureFC_LocalSimple_mean3_stderr
All features available in Rcatch22 in tidy formatfeature_list
Function to calculate a statistical featureIN_AutoMutualInfoStats_40_gaussian_fmmi
Function to calculate a statistical featureMD_hrv_classic_pnn40
Function to calculate a statistical featurePD_PeriodicityWang_th0_01
Function to calculate a statistical featureSB_BinaryStats_diff_longstretch0
Function to calculate a statistical featureSB_BinaryStats_mean_longstretch1
Function to calculate a statistical featureSB_MotifThree_quantile_hh
Function to calculate a statistical featureSB_TransitionMatrix_3ac_sumdiagcov
Function to calculate a statistical featureSC_FluctAnal_2_dfa_50_1_2_logi_prop_r1
Function to calculate a statistical featureSC_FluctAnal_2_rsrangefit_50_1_logi_prop_r1
Function to calculate a statistical featureSP_Summaries_welch_rect_area_5_1
Function to calculate a statistical featureSP_Summaries_welch_rect_centroid