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Datasets

OutlierDetectionData provides access to collections of outlier detection datasets. The following collections are currently supported:

  • ODDS, Outlier Detection DataSets, Shebuti Rayana, 2016
  • ELKI, On the Evaluation of Unsupervised Outlier Detection, Campos et al., 2016

The following methods are defined for all collections.

list

# OutlierDetectionData.list — Function.

list([prefix])

List the available datasets in a dataset collection optionally given a prefix.

Parameters

prefix::Union{Regex, AbstractString}

Regex or string used to filter the datasets.

load

# OutlierDetectionData.load — Function.

load(dataset)

Load a given dataset from a dataset collection.

Parameters

name::AbstractString

Name of the dataset to load.