code: def test_integration_float16_data(self):
      a = AutoML(
          results_path=self.automl_dir,
          total_time_limit=1,
          explain_level=0,
          start_random_models=1,
      )
  
      X, y = datasets.make_classification(
          n_samples=100,
          n_features=5,
          n_informative=4,
          n_redundant=1,
          n_classes=2,
          n_clusters_per_class=3,
          n_repeated=0,
          shuffle=False,
          random_state=0,
      )
      X = pd.DataFrame(X)
      X = X.astype(float)
      a.fit(X, y)
      p = a.predict(X)
      self.assertIsInstance(p, np.ndarray)
      self.assertEqual(len(p), X.shape[0])
  
file_path: mljar-supervised/tests/tests_automl/test_integration.py
imports: import os
  import unittest
  import tempfile
  import json
  import numpy
  import pandas
  import shutil
  from sklearn import datasets
  from supervised import AutoML
label_desc: Use image node_id 6 for calling the AutoMLIntegrationTest obj's underlying member method code with example usage: obj.test_integration_float16_data() without return types