docstr: Creates a new SklearnClassifier instance.
  
  Returns
  -------
  classifier : SklearnClassifier
      A new instance of SklearnClassifier which is initialized with the given keyword args `kwargs`.
code: def new(self):
      """Creates a new SklearnClassifier instance.
  
      Returns
      -------
      classifier : SklearnClassifier
          A new instance of SklearnClassifier which is initialized with the given keyword args `kwargs`.
      """
      return SklearnClassifier(
          clone(self.base_estimator), self.num_classes, **self.kwargs
      )
  
file_path: small-text/small_text/classifiers/factories.py
imports: from abc import ABC, abstractmethod
  from sklearn.base import BaseEstimator
  from sklearn.base import clone
  from small_text.classifiers.classification import SklearnClassifier
label_desc: Use image node_id 2 for calling the SklearnClassifierFactory obj's underlying member method code with example usage: obj.new() and returns: SklearnClassifier