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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "ResIndex" in publications use:'
type: software
license: LGPL-2.0-only
title: 'ResIndex: Generate Simple yet Effective Metric of Feature Importance for Classification
  Problems'
version: 0.1.0
doi: 10.32614/CRAN.package.ResIndex
abstract: An intuitive and explainable metric of Feature Importance for Classification
  Problems. Resolution Index measures the extent to which a Feature clusters different
  classes when data is sorted on it. User provides a DataFrame, column name of the
  Class, sample size and number of iterations used for calculation. Resolution Index
  for each Feature is returned, which can be effectively used to rank Features and
  reduce Dimensionality of Training data. For more details on Feature Selection see
  Theng and Bhoyar (2023) <https://doi.org/10.1007/s10115-023-02010-5>.
authors:
- family-names: Jha
  given-names: Anand
  email: anandorjha18@gmail.com
repository: https://anandorjha.r-universe.dev
commit: 6ca0de8843150f504b547a865f4aceeea00f62ac
date-released: '2025-03-18'
contact:
- family-names: Jha
  given-names: Anand
  email: anandorjha18@gmail.com