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#' @title The automatic diatoms identification.
#'
#' @description The data is collected from a pilot study on automatic identification of
#' diatoms (unicellular algae) from images.
#' @details The dataset originally had
#' 37 classes. This built-in data sets one class as the positive class (class 1) and all others
#' are set to the negative class (class 0) to form a highly imbalanced dataset.
#'
#' @format A dataset with 781 observations and a sequence length of 176, with a single sequence per row.
#' \describe{
#' The y data is the class label (1 or 0).
#'
#' The x data constructs time series sequences (numeric).
#'
#' The training dataset contains 390 observations.
#'
#' The testing dataset contains 391 observations.
#' }
#'
#' @docType data
#' @keywords datasets
#' @name Dataset_Adiac
#' @usage data(Dataset_Adiac)
#' @source \url{http://timeseriesclassification.com/description.php?Dataset=Adiac}
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