This package was removed from CRAN on 2024-07-15. Its history is shown below.

Reason: issues were not corrected in time

Details below reflect version 0.4.2, its last release before removal.

NADIA

0.4.2

NA Data Imputation Algorithms

0packages depend

–downloads / year

–test coverage

–checks pass

Overview

About

Maintained by Jan Borowski3 releasesCRAN page ↗

Creates a uniform interface for several advanced imputations missing data methods. Every available method can be used as a part of 'mlr3' pipelines which allows easy tuning and performance evaluation. Most of the used functions work separately on the training and test sets (imputation is trained on the training set and impute training data. After that imputation is again trained on the test set and impute test data).

Install

R (source archive)Ubuntu (r2u)openSUSE (OBS)

url <- "https://cran.r-project.org/src/contrib/Archive/NADIA/NADIA_0.4.2.tar.gz"
pkgFile <- "NADIA_0.4.2.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (0.4.2) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-nadia

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-NADIA

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

CRAN check results are not tracked yet.

Code health

Yes

Tests · ratio 0.11

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 58%
Documented parameters: 100%
Return-value docs: 37%
References docs: 28%

Downloads

Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on84 r2u14 autocran48 c2d4u

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Depends (4)

R >= 3.5.0mlr3 mlr3pipelines paradox

Imports (15)

missForest missMDA doParallel testthat mlr3learnersrpartglmnet Amelia VIM softImpute missRangermethodsmice data.table foreach

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown kableExtra magrittr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Code Composition

R 6,862 (64%)Rd 3,249 (30%)Vignettes 476 (4%)Other 149 (1%)

Code characteristics

Object systems

R621

Cyclomatic complexity: 10.5 median / 46 max
Test cases: 62 / 0.11 per code line

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

22 17 exported

Complexity

14.5 avg / 46 max

Call network

22 nodes / 5 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

Open call graph →

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (2)

Other (2)

Jan Borowski

Contributor

Piotr Fic

Contributor

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.5.0 released · 2025-04-11
archivedRemoved from CRAN
2024-07-15
issues were not corrected in time
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.4.2
2022-10-02 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.4.1
2021-01-06 · diff ↗
0.4.0
2020-11-23
R
R 4.0.0 released · 2020-04-24

Package metadata

Total releases: 3
License: GPL
Minimum R: ≥ 3.5.0
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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