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discrim (version 0.1.2)

Model Wrappers for Discriminant Analysis

Description

Bindings for additional classification models for use with the 'parsnip' package. Models include flavors of discriminant analysis, such as linear (Fisher (1936) ), regularized (Friedman (1989) ), and flexible (Hastie, Tibshirani, and Buja (1994) ), as well as naive Bayes classifiers (Hand and Yu (2007) ).

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Install

install.packages('discrim')

Monthly Downloads

2,331

Version

0.1.2

License

MIT + file LICENSE

Maintainer

Max Kuhn

Last Published

May 28th, 2021

Functions in discrim (0.1.2)

naive_Bayes

General Interface for Naive Bayes Models
discrim_linear

General Interface for Linear Discriminant Models
klar_bayes_wrapper

Internal wrapper functions
frac_common_cov

Parameter objects for Regularized Discriminant Models
discrim_quad

General Interface for Quadratic Discriminant Models
discrim_regularized

General Interface for Regularized Discriminant Models
discrim_flexible

General Interface for Flexible Discriminant Models
parabolic

Parabolic class boundary data