JianhuaHuang/streamit: Streamline Routine Modeling Work
Version 0.1.0

This package is designed to streamline the modeling work, especially for scoring. It provides some handy function to bin numerical variables, replace numerical variables with Weight of Evidence (WOE), ranking varialbes by Information Values (IV), plotting the successful/failure rates, check model performance based on AUC.This package also provides the useful function to convert the model output (e.g., coefficients) to graph/tables that are easier to understand for non-technical audience.

Getting started

Package details

AuthorJianhua Huang
MaintainerJianhua Huang <[email protected]>
LicenseMIT + file LICENSE
Version0.1.0
URL http://github.com/JianhuaHuang/streamlineR
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("JianhuaHuang/streamit")
JianhuaHuang/streamit documentation built on Aug. 19, 2018, 6:59 a.m.