Data

Tools

Indexes

Applications

Experiments

Open Source Science

mkclass

R package MKclass

https://github.com/stamats/mkclass

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.0%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

R package MKclass

Basic Info
  • Host: GitHub
  • Owner: stamats
  • Language: R
  • Default Branch: master
  • Size: 505 KB
Statistics
  • Stars: 2
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 7 years ago · Last pushed almost 3 years ago

https://github.com/stamats/MKclass/blob/master/ 

# MKclass   MKclass
The repository includes the development version of R package MKclass

[![License: LGPL v3](https://img.shields.io/badge/License-LGPL%20v3-blue.svg)](https://www.gnu.org/licenses/lgpl-3.0)
[![Project Status: Active  The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/MKclass)](http://cran.r-project.org/package=MKclass)
[![cran checks](https://cranchecks.info/badges/summary/MKclass)](https://cran.r-project.org/web/checks/check_results_MKclass.html)


## Description
Performance measures and scores for statistical classification such as accuracy, 
sensitivity, specificity, recall, similarity coefficients, AUC, GINI index, 
Brier score and many more. Calculation of optimal cut-offs and decision stumps 
(Iba and Langley (1991), ) for all 
implemented performance measures. Hosmer-Lemeshow goodness of fit tests 
(Lemeshow and Hosmer (1982), ; 
Hosmer et al (1997), ). 
Statistical and epidemiological risk measures such as relative risk, odds ratio, 
number needed to treat (Porta (2014), ).


## Installation

```{r, eval = FALSE}
## Installation of CRAN version
install.packages("MKclass")

## Install package remotes
if(!require(remotes)) install.packages("remotes")
## Install package MKclass
remotes::install_github("stamats/MKclass", build_vignettes = TRUE)
```

## Getting started

```{r}
library(MKclass)
```

Owner

  • Name: Matthias Kohl
  • Login: stamats
  • Kind: user
  • Location: VS-Schwenningen (Germany)
  • Company: Furtwangen University

Professor of Mathematics in Biology and Medicine at Furtwangen University

GitHub Events

Total
Last Year

Packages

  • Total packages: 1
  • Total downloads:
    • cran 213 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
  • Total maintainers: 1
cran.r-project.org: MKclass

Statistical Classification

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 213 Last month
Rankings
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Average: 47.7%
Downloads: 77.8%
Maintainers (1)
Matthias.Kohl@stamats.de
Last synced: 11 months ago