BanditDataset

Base class for bandit datasets.

Parameters

• n_features

  Number of features in the dataset.

• n_samples

  Default → None

  Number of samples in the dataset.

• n_classes

  Default → None

  Number of classes in the dataset, only applies to classification datasets.

• n_outputs

  Default → None

  Number of outputs the target is made of, only applies to multi-output datasets.

• sparse

  Default → False

  Whether the dataset is sparse or not.

Attributes

• arms

  The list of arms that can be pulled.

• desc

  Return the description from the docstring.

Methods

take

Iterate over the k samples.

Parameters

• k — 'int'