creditmodel-package {creditmodel}R Documentation

creditmodel: toolkit for credit modeling and data analysis

Description

creditmodel 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. This package is designed to make the development of binary classification models (machine learning based models as well as credit scorecard) simpler and faster.

Details

It has three main goals:

To learn more about creditmodel, start with the WeChat Platform: hansenmode

Author(s)

Maintainer: Dongping Fan fdp@pku.edu.cn


[Package creditmodel version 1.3.0 Index]