R/data_adult.R

In nredell/shapFlex: Stochastic Shapley Values with Causal Constraints in Machine Learning

#' Predict whether income exceeds $50K/yr based on census data
#'
#' This is the \code{Adult} or \code{Census Income} dataset from the UCI Machine Learning Repository.
#'
#' @format A data.frame with 48842 rows and 13 columns
#'
#' @source
#' Ron Kohavi, "Scaling Up the Accuracy of Naive-Bayes Classifiers: a Decision-Tree Hybrid", Proceedings
#' of the Second International Conference on Knowledge Discovery and Data Mining, 1996
#'
#' Dua, D. and Graff, C. (2019). UCI Machine Learning Repository \url{http://archive.ics.uci.edu/ml}. Irvine, CA:
#' University of California, School of Information and Computer Science.
#'
#' \url{https://archive.ics.uci.edu/ml/datasets/adult}
"data_adult"