Package: phiDelta 1.0.1

Ursula Neumann

phiDelta: Tool for Phi Delta Analysis of Features

Analysis of features by phi delta diagrams. In particular, functions for reading data and calculating phi and delta as well as the functionality to plot it. Moreover it is possible to do further analysis on the data by generating rankings. For more information on phi delta diagrams, see also Giuliano Armano (2015) <doi:10.1016/j.ins.2015.07.028>.

Authors:Nikolas Rothe and Ursula Neumann

phiDelta_1.0.1.tar.gz
phiDelta_1.0.1.tar.gz(r-4.5-noble)phiDelta_1.0.1.tar.gz(r-4.4-noble)
phiDelta_1.0.1.tgz(r-4.4-emscripten)phiDelta_1.0.1.tgz(r-4.3-emscripten)
phiDelta.pdf |phiDelta.html
phiDelta/json (API)

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

Peer review:

Datasets:
  • climate_data - Meteorological data for feature selection analysis

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

1.34 score 22 scripts 96 downloads 24 exports 0 dependencies

Last updated 7 years agofrom:db69eeaa4b. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-linuxOKOct 31 2024

Exports:bordersc_matricesc_statisticscalculate_deltacalculate_entropycalculate_phicalculate_ratiocrossingsdist_to_middledist_to_topiso_accuracyiso_entropy_curveiso_negative_predictive_valueiso_precisioniso_sensitivityiso_specificityn_matricesphiDelta_from_dataphiDelta_plot_from_dataphiDelta.convertphiDelta.plotphiDelta.statsrank_statssymmetric_distance

Dependencies: