Category Variable Encodings

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Documentation for package ‘categoryEncodings’ version 1.4.3

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encode_categories Encode a given factor variable automatically
encode_deviation Encode a given factor variable using deviation encoding
encode_difference Encode a given factor variable using difference encoding
encode_dummy Encode a given factor variable using dummy variables
encode_helmert Encode a given factor variable using helmert encoding
encode_lowrank Encode a given factor variable using low rank encoding
encode_mean Encode a given factor variable using means encoding
encode_median Encode a given factor variable using median encoding
encode_mnl Encode a given factor variable using a multinomial logit representation
encode_repeated_effect Encode a given factor variable using a repeated effect encoding
encode_simple_effect Encode a given factor variable using a simple effect encoding
encode_SPCA Encode a given factor variable using a sparse PCA representation