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BAGofT (version 1.0.0)

A Binary Regression Adaptive Goodness-of-Fit Test (BAGofT)

Description

The BAGofT assesses the goodness-of-fit of binary classifiers. Details can be found in Zhang, Ding and Yang (2021) .

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Version

Install

install.packages('BAGofT')

Monthly Downloads

271

Version

1.0.0

License

GPL-3

Maintainer

Jiawei Zhang

Last Published

September 14th, 2021

Functions in BAGofT (1.0.0)

testXGboost

Testing XGboosts
testGlmnet

Testing penalized logistic regressions
VarImp

Variable Importance
parRF

Adaptive partition based on random forests
testRF

Testing random forests
testGlmBi

Testing binomial regressions
BAGofT

A Binary Regression Adaptive Goodness-of-fit Test (BAGofT)