skmultiflow.core.BaseSKMObject

class skmultiflow.core.BaseSKMObject[source]

Base class for most objects in scikit-multiflow

Notes

This class provides additional functionality not available in the base estimator from scikit-learn

__init__()

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__

Initialize self.

get_info()

Collects and returns the information about the configuration of the estimator

get_params([deep])

Get parameters for this estimator.

reset()

Resets the estimator to its initial state.

set_params(**params)

Set the parameters of this estimator.

get_info()[source]

Collects and returns the information about the configuration of the estimator

Returns

Configuration of the estimator.

Return type

string

get_params(deep=True)[source]

Get parameters for this estimator.

Parameters

deep (boolean, optional) – If True, will return the parameters for this estimator and contained subobjects that are estimators.

Returns

params – Parameter names mapped to their values.

Return type

mapping of string to any

reset()[source]

Resets the estimator to its initial state.

Returns

Return type

self

set_params(**params)[source]

Set the parameters of this estimator.

The method works on simple estimators as well as on nested objects (such as pipelines). The latter have parameters of the form <component>__<parameter> so that it’s possible to update each component of a nested object.

Returns

Return type

self