Package: ResIndex
Type: Package
Title: Generate Simple yet Effective Metric of Feature Importance for
        Classification Problems
Version: 0.1.0
Authors@R: c(
    person(
      "Anand", "Jha",
      email = "anandorjha18@gmail.com",
      role = c("aut", "cre")
    )
  )
Description: 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) <doi:10.1007/s10115-023-02010-5>.
License: LGPL-2
Encoding: UTF-8
NeedsCompilation: no
Packaged: 2025-03-17 08:13:17 UTC; 703254631
Author: Anand Jha [aut, cre]
Maintainer: Anand Jha <anandorjha18@gmail.com>
Repository: CRAN
Date/Publication: 2025-03-18 15:10:15 UTC
Built: R 4.6.0; ; 2026-04-25 21:48:49 UTC; unix
