Scikit-learn

Ver. 1.3.2 (2022-12-13)

This module provides wrapper functionalities to incorporate public data sets of the Scikit-learn ecosystem.

Learn more: https://scikit-learn.org

class mlpro.wrappers.sklearn.WrStreamProviderSklearn(p_logging=True)

Bases: Wrapper, StreamProvider

Wrapper class for Sklearn as StreamProvider

C_NAME = 'Stream Provider Scikit-learn'
C_WRAPPED_PACKAGE = 'scikit-learn'
C_SCIREF_TYPE = 'Online'
C_SCIREF_AUTHOR = 'Scikit-learn'
C_SCIREF_URL = 'https://scikit-learn.org'
class mlpro.wrappers.sklearn.WrStreamSklearn(p_id, p_name, p_num_instances: int = 0, p_version: str = '', p_logging=True, p_mode=0, **p_kwargs)

Bases: Stream

Wrapper class for Streams from Sklearn

Parameters:

  • p_id – Id of the stream.

  • p_name (str) – Name of the stream.

  • p_num_instances (int) – Number of instances in the stream.

  • p_version (str) – Version of the stream. Default = ‘’.

  • p_feature_space (MSpace) – Optional feature space. Default = None.

  • p_label_space (MSpace) – Optional label space. Default = None.

  • p_mode – Operation mode. Valid values are stored in constant C_VALID_MODES.

  • p_logging – Log level (see constants of class Log). Default: Log.C_LOG_ALL.

  • p_kwargs (dict) – Further stream specific parameters.

C_NAME = 'Sklearn stream'
C_SCIREF_TYPE = 'Online'

Cross References