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Dataset

Base class for all datasets.

All datasets inherit from this class, be they stored in a file or generated on the fly.

Parameters

  • task

    Type of task the dataset is meant for. Should be one of the following: - "Regression" - "Binary classification" - "Multi-class classification" - "Multi-output binary classification" - "Multi-output regression"

  • n_features

    Number of features in the dataset.

  • n_samples

    DefaultNone

    Number of samples in the dataset.

  • n_classes

    DefaultNone

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

  • n_outputs

    DefaultNone

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

  • sparse

    DefaultFalse

    Whether the dataset is sparse or not.

Attributes

  • desc

    Return the description from the docstring.

Methods

take

Iterate over the k samples.

Parameters

  • k'int'