R Under development (unstable) (2024-01-07 r85787 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(FeatureHashing) > df <- data.frame(a = c("a,b,c", "a,c", "b,c", "a")) > m <- hashed.model.matrix(~ split(a, delim = ",", type = "existence") - 1, df, + hash.size = 4, signed.hash = FALSE, create.mapping = TRUE) > hash.mapping(m) aa ab ac 4 4 1 > stopifnot(m@x == 1) > > proc.time() user system elapsed 1.48 0.21 1.67