skmultiflow.core.BaseSKMObject

class skmultiflow.core.BaseSKMObject

Base class for most objects in scikit-multiflow

Notes

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

Methods

get_info(self)	Collects and returns the information about the configuration of the estimator
get_params(self[, deep])	Get parameters for this estimator.
reset(self)	Resets the estimator to its initial state.
set_params(self, **params)	Set the parameters of this estimator.

get_info(self)

Collects and returns the information about the configuration of the estimator

Returns

string

Configuration of the estimator.

get_params(self, deep=True)

Get parameters for this estimator.

Parameters

deepboolean, optional

If True, will return the parameters for this estimator and contained subobjects that are estimators.

Returns

paramsmapping of string to any

Parameter names mapped to their values.

reset(self)

Resets the estimator to its initial state.

Returns

self

set_params(self, **params)

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

self