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highMLR

Feature Selection for High Dimensional Survival Data

v0.1.1 · Jul 18, 2022 · GPL-3

Description

Perform high dimensional Feature Selection in the presence of survival outcome. Based on Feature Selection method and different survival analysis, it will obtain the best markers with optimal threshold levels according to their effect on disease progression and produce the most consistent level according to those threshold values. The functions' methodology is based on by Sonabend et al (2021) <doi:10.1093/bioinformatics/btab039> and Bhattacharjee et al (2021) <arXiv:2012.02102>.

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2 NOTE
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Atanu Bhattacharjee <atanustat@gmail.com>’

The Description field contains
  <arXiv:2012.02102>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Atanu Bhattacharjee <atanustat@gmail.com>’

The Description field contains
  <arXiv:2012.02102>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Atanu Bhattacharjee <atanustat@gmail.com>’

The Description field contains
  <arXiv:2012.02102>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Atanu Bhattacharjee <atanustat@gmail.com>’

The Description field contains
  <arXiv:2012.02102>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies mlr3 mlr3learners survival gtools tibble dplyr coxme missForest R6 highMLR

Version History

new 0.1.1 Mar 10, 2026
updated 0.1.1 ← 0.1.0 diff Jul 17, 2022
new 0.1.0 May 10, 2021