Other packages > Find by keyword >

smbinning  

Scoring Modeling and Optimal Binning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("smbinning", "0.9")



Attach the package and use:
library("smbinning")
Maintained by
Herman Jopia
[Scholar Profile | Author Map]
First Published: 2015-02-15
Latest Update: 2019-04-01
Description:
A set of functions to build a scoring model from beginning to end, leading the user to follow an efficient and organized development process, reducing significantly the time spent on data exploration, variable selection, feature engineering, binning and model selection among other recurrent tasks. The package also incorporates monotonic and customized binning, scaling capabilities that transforms logistic coefficients into points for a better business understanding and calculates and visualizes classic performance metrics of a classification model.
How to cite:
Herman Jopia (2015). smbinning: Scoring Modeling and Optimal Binning. R package version 0.9, https://cran.r-project.org/web/packages/smbinning. Accessed 30 Apr. 2025.
Previous versions and publish date:
0.1 (2015-02-15 09:59), 0.2 (2015-06-14 01:25), 0.3 (2016-06-20 10:20), 0.4 (2017-10-22 19:07), 0.5 (2017-12-01 07:37), 0.6 (2018-02-22 10:12), 0.7 (2018-10-18 08:20), 0.8 (2019-01-07 22:40)
Other packages that cited smbinning R package
View smbinning citation profile
Other R packages that smbinning depends, imports, suggests or enhances
Complete documentation for smbinning
Downloads during the last 30 days
03/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/29Downloads for smbinning102030405060708090TrendBars

Today's Hot Picks in Authors and Packages

eyetrackingR  
Eye-Tracking Data Analysis
Addresses tasks along the pipeline from raw data to analysis and visualization for eye-tracking dat ...
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  
micEconAids  
Demand Analysis with the Almost Ideal Demand System (AIDS)
Functions and tools for analysing consumer demand with the Almost Ideal Demand System (AIDS) sugg ...
Download / Learn more Package Citations See dependency  
crimeutils  
A Comprehensive Set of Functions to Clean, Analyze, and Present Crime Data
A collection of functions that make it easier to understand crime (or other) data, and assist other ...
Download / Learn more Package Citations See dependency  
schrute  
The Entire Transcript from the Office in Tidy Format
The complete scripts from the American version of the Office television show in tibble format. Use ...
Download / Learn more Package Citations See dependency  
GRAPE  
Gene-Ranking Analysis of Pathway Expression
Gene-Ranking Analysis of Pathway Expression (GRAPE) is a tool for summarizing the consensus behavio ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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