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28 lines
1.1 KiB
R
28 lines
1.1 KiB
R
% Generated by roxygen2: do not edit by hand
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% Please edit documentation in R/data.R
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\docType{data}
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\name{esbl_isolates}
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\alias{esbl_isolates}
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\title{Data Set with 500 ESBL Isolates}
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\format{
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A \link[tibble:tibble]{tibble} with 500 observations and 19 variables:
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\itemize{
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\item \code{esbl}\cr Logical indicator if the isolate is ESBL-producing
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\item \code{genus}\cr Genus of the microorganism
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\item \code{AMC:COL}\cr MIC values for 17 antimicrobial agents, transformed to class \code{\link{mic}} (see \code{\link[=as.mic]{as.mic()}})
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}
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}
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\usage{
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esbl_isolates
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}
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\description{
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A data set containing 500 microbial isolates with MIC values of common antibiotics and a binary \code{esbl} column for extended-spectrum beta-lactamase (ESBL) production. This data set contains randomised fictitious data but reflects reality and can be used to practise AMR-related machine learning, e.g., classification modelling with \href{https://amr-for-r.org/articles/AMR_with_tidymodels.html}{tidymodels}.
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}
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\details{
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See our \link[=amr-tidymodels]{tidymodels integration} for an example using this data set.
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}
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\examples{
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esbl_isolates
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}
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\keyword{datasets}
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