creditmodel, 模型,评分卡,scorecard, vintage, automatic modeling

Language: HTML

Keywords: credit-scoring, creditcard, r, risk-modelling


creditmodel, 模型,评分卡,scorecard, vintage, automatic modeling

Toolkit for Credit Modeling Analysis and Visualization

Dong Fan



The creditmodel package provides a highly efficient R tool suite for Credit Modeling Analysis and Visualization. Contains infrastructure functionalities such as data exploration and preparation, missing values treatment, outliers treatment, variable derivation, variable selection, dimensionality reduction, grid search for hyper parameters, data mining and visualization, model evaluation, strategy analysis etc. creditmodel is designed to make the development of binary classification models (machine learning based models as well as credit scorecard) simpler and faster.

creditmodel can facilitate reliable predictive models (such as scorecard) and data analysis on a standard laptop computer within minutes.


You can install the stable release of creditmodel from CRAN with:


You can also install the development version of creditmodel from Github with:



## 载入需要的程辑包:creditmodel
## Registered S3 methods overwritten by 'ggplot2':
##  method         from 
##  [.quosures     rlang
##  c.quosures     rlang
##  print.quosures rlang

Project Statistics

Sourcerank 2
Repository Size 13 MB
Stars 3
Forks 2
Watchers 0
Open issues 0
Dependencies 20
Contributors 2
Tags 0
Last updated
Last pushed

Top Contributors See all

FanHansen socexp

Packages Referencing this Repo

Toolkit for Credit Modeling, Analysis and Visualization
Latest release 1.2.4 - Updated - 3 stars

Something wrong with this page? Make a suggestion

Last synced: 2020-07-13 12:40:20 UTC

Login to resync this repository