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]
All associated links for this package
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
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns