Other packages > Find by keyword >

rmlnomogram  

Construct Explainable Nomogram for a Machine Learning Model
View on CRAN: Click here


Download and install rmlnomogram package within the R console
Install from CRAN:
install.packages("rmlnomogram")

Install from Github:
library("remotes")
install_github("cran/rmlnomogram")

Install by package version:
library("remotes")
install_version("rmlnomogram", "0.1.2")



Attach the package and use:
library("rmlnomogram")
Maintained by
Herdiantri Sufriyana
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-08
Latest Update: 2025-01-08
Description:
Construct an explainable nomogram for a machine learning (ML) model to improve availability of an ML prediction model in addition to a computer application, particularly in a situation where a computer, a mobile phone, an internet connection, or the application accessibility are unreliable. This package enables a nomogram creation for any ML prediction models, which is conventionally limited to only a linear/logistic regression model. This nomogram may indicate the explainability value per feature, e.g., the Shapley additive explanation value, for each individual. However, this package only allows a nomogram creation for a model using categorical without or with single numerical predictors. Detailed methodologies and examples are documented in our vignette, available at <https://htmlpreview.github.io/?https://github.com/herdiantrisufriyana/rmlnomogram/blob/master/doc/ml_nomogram_exemplar.html>.
How to cite:
Herdiantri Sufriyana (2025). rmlnomogram: Construct Explainable Nomogram for a Machine Learning Model. R package version 0.1.2, https://cran.r-project.org/web/packages/rmlnomogram. Accessed 26 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited rmlnomogram R package
View rmlnomogram citation profile
Other R packages that rmlnomogram depends, imports, suggests or enhances
Complete documentation for rmlnomogram
Functions, R codes and Examples using the rmlnomogram R package
Full rmlnomogram package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA