def test_predict_prep_proba():
"""[Parallel | Learner | Temporal | Proba | No Prep] test predict"""
args = get_learner('predict',
'temporal',
True,
True,
window=4,
step_size=4)
run_learner(*args)
def test_transform_proba():
"""[Parallel | Learner | Temporal | Proba | No Prep] test transform"""
args = get_learner('transform',
'temporal',
True,
False,
window=4,
step_size=4)
run_learner(*args)
def test_predict():
"""[Parallel | Learner | Stack | No Proba | No Prep] test predict"""
args = get_learner('predict', 'stack', False, False)
run_learner(*args)
def test_predict():
"""[Parallel | Learner | Full | No Proba | No Prep] test fit and predict"""
args = get_learner('predict', 'full', False, False)
run_learner(*args)
def test_transform_proba():
"""[Parallel | Learner | Full | Proba | No Prep] test fit and transform"""
args = get_learner('transform', 'full', True, False)
run_learner(*args)
def test_predict():
"""[Parallel | Learner | Blend | No Proba | No Prep] test predict"""
args = get_learner('predict', 'blend', False, False)
run_learner(*args)
def test_transform_prep_proba():
"""[Parallel | Learner | Stack | Proba | Prep] test transform"""
args = get_learner('transform', 'stack', True, True)
run_learner(*args)
def test_predict_prep_proba():
"""[Parallel | Learner | Stack | Proba | No Prep] test predict"""
args = get_learner('predict', 'stack', True, True)
run_learner(*args)
def test_transform():
"""[Parallel | Learner | Subset | No Proba | No Prep] test transform"""
args = get_learner('transform', 'subsemble', False, False)
run_learner(*args)
def test_predict():
"""[Parallel | Learner | Subset | No Proba | No Prep] test predict"""
args = get_learner('predict', 'subsemble', False, False)
run_learner(*args)
def test_fit():
"""[Parallel | Learner | Blend | No Proba | No Prep] test fit"""
args = get_learner('fit', 'blend', False, False)
run_learner(*args)
def test_predict_prep_proba():
"""[Parallel | Learner | Blend | Proba | No Prep] test predict"""
args = get_learner('predict', 'blend', True, True)
run_learner(*args)
def test_fit_prep_proba():
"""[Parallel | Learner | Blend | Proba | Prep] test fit"""
args = get_learner('fit', 'blend', True, True)
run_learner(*args)
def test_transform_proba():
"""[Parallel | Learner | Blend | Proba | No Prep] test transform"""
args = get_learner('transform', 'blend', True, False)
run_learner(*args)
def test_transform():
"""[Parallel | Learner | Stack | No Proba | No Prep] test transform"""
args = get_learner('transform', 'stack', False, False)
run_learner(*args)
def test_fit_prep_proba():
"""[Parallel | Learner | Stack | Proba | Prep] test fit"""
args = get_learner('fit', 'stack', True, True)
run_learner(*args)
def test_fit_prep_proba():
"""[Parallel | Learner | Subset | Proba | Prep] test fit"""
args = get_learner('fit', 'subsemble', True, True)
run_learner(*args)
def test_fit():
"""[Parallel | Learner | Stack | No Proba | No Prep] test fit"""
args = get_learner('fit', 'stack', False, False)
run_learner(*args)
def test_predict_prep_proba():
"""[Parallel | Learner | Subset | Proba | No Prep] test predict"""
args = get_learner('predict', 'subsemble', True, True)
run_learner(*args)
def test_fit():
"""[Parallel | Learner | Temporal | No Proba | No Prep] test fit"""
args = get_learner('fit', 'temporal', False, False, window=4, step_size=4)
run_learner(*args)
def test_fit():
"""[Parallel | Learner | Subset | No Proba | No Prep] test fit"""
args = get_learner('fit', 'subsemble', False, False)
run_learner(*args)
def test_transform_prep_proba():
"""[Parallel | Learner | Subset | Proba | Prep] test transform"""
args = get_learner('transform', 'subsemble', True, True)
run_learner(*args)
args = get_learner('predict', 'blend', True, False)
run_learner(*args)
def test_transform_proba():
"""[Parallel | Learner | Blend | Proba | No Prep] test transform"""
args = get_learner('transform', 'blend', True, False)
run_learner(*args)
def test_fit_prep_proba():
"""[Parallel | Learner | Blend | Proba | Prep] test fit"""
args = get_learner('fit', 'blend', True, True)
run_learner(*args)
def test_predict_prep_proba():
"""[Parallel | Learner | Blend | Proba | No Prep] test predict"""
args = get_learner('predict', 'blend', True, True)
run_learner(*args)
def test_transform_prep_proba():
"""[Parallel | Learner | Blend | Proba | Prep] test transform"""
args = get_learner('transform', 'blend', True, True)
run_learner(*args)
args = get_learner('fit', 'blend', False, False)
run_learner(*args)