CatEncoders: Encoders for Categorical Variables

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Contains some commonly used categorical variable encoders, such as 'LabelEncoder' and 'OneHotEncoder'. Inspired by the encoders implemented in python 'sklearn.preprocessing' package (see <http://scikit-learn.org/stable/modules/preprocessing.html>).

Author
nl zhang
Date of publication
2016-09-13 21:19:03
Maintainer
nl zhang <setseed2016@gmail.com>
License
GPL-2 | GPL-3
Version
0.1.0

View on CRAN

Man pages

inverse.transform-methods
inverse.transform transforms an integer vector back to the...
LabelEncoder.Character-class
An S4 class to represent a LabelEncoder with character input.
LabelEncoder-class
An S4 class to represent a LabelEncoder.
LabelEncoder.Factor-class
An S4 class to represent a LabelEncoder with factor input.
LabelEncoder.fit
LabelEncoder.fit fits a LabelEncoder object
LabelEncoder.Numeric-class
An S4 class to represent a LabelEncoder with numeric input.
OneHotEncoder-class
An S4 class to represent a OneHotEncoder
OneHotEncoder.fit
OneHotEncoder.fit fits an OneHotEncoder object
transform-methods
transform transforms a new data set using the fitted encoder

Files in this package

CatEncoders
CatEncoders/NAMESPACE
CatEncoders/R
CatEncoders/R/basic.R
CatEncoders/MD5
CatEncoders/DESCRIPTION
CatEncoders/man
CatEncoders/man/LabelEncoder.Character-class.Rd
CatEncoders/man/LabelEncoder.fit.Rd
CatEncoders/man/LabelEncoder.Numeric-class.Rd
CatEncoders/man/inverse.transform-methods.Rd
CatEncoders/man/OneHotEncoder.fit.Rd
CatEncoders/man/OneHotEncoder-class.Rd
CatEncoders/man/transform-methods.Rd
CatEncoders/man/LabelEncoder-class.Rd
CatEncoders/man/LabelEncoder.Factor-class.Rd