class_docstr: Test class for cross-validation tests.
class_docstr_tok: ["Test","class","for","cross-validation","tests","."]
code: def test_cross_validate_task_with_custom_seed(self):
      yield self.check_cross_validate_task_with_custom_seed, "classifier", False
      yield self.check_cross_validate_task_with_custom_seed, "classifier", True
      yield self.check_cross_validate_task_with_custom_seed, "regressor", False
      yield self.check_cross_validate_task_with_custom_seed, "regressor", True
  
imports: import csv
  import itertools
  import json
  import re
  import unittest
  import numpy
  from numpy.testing import assert_almost_equal
  from sklearn.datasets import make_classification
  from sklearn.feature_extraction import FeatureHasher
  from skll.config import load_cv_folds
  from skll.data import FeatureSet
  from skll.experiments import load_featureset, run_configuration
  from skll.learner import Learner
  from skll.utils.testing import compute_expected_folds_for_cv_testing, config_dir, create_jsonlines_feature_files, fill_in_config_paths_for_single_file, other_dir, output_dir, remove_jsonlines_feature_files, train_dir, unlink
label_desc: Use image node_id 14 for calling the TestCrossValidation obj's underlying member method code with example usage: obj.test_cross_validate_task_with_custom_seed() without return types