code: def test_early_stop_0():
      early_stopping = {
          "n_iter_no_change": 5,
          "tol_abs": 0.1,
          "tol_rel": 0.1,
      }
  
      hyper = Hyperactive()
      hyper.add_search(
          objective_function,
          search_space,
          n_iter=1000,
          initialize={"warm_start": [{"x1": 0}]},
          early_stopping=early_stopping,
      )
      hyper.run()
  
file_path: Hyperactive/tests/test_early_stop.py
imports: import time
  import pytest
  import numpy
  from sklearn.datasets import load_breast_cancer
  from sklearn.model_selection import cross_val_score
  from sklearn.tree import DecisionTreeClassifier
  from hyperactive import Hyperactive
  from hyperactive.optimizers import RandomSearchOptimizer, HillClimbingOptimizer
label_desc: Use image node_id 2 for calling a global function with example usage: test_early_stop_0() without return types