def german_credit_numeric_sparse_logistic_regression():
"""German credit (numeric) sparse logistic regression.
This requires setting the `german_credit_numeric_path` flag.
Returns:
target: TargetDensity.
"""
spec = sparse_logistic_regression.sparse_logistic_regression(
data.german_credit_numeric)
return _populate_ground_truth(
'german_credit_numeric_sparse_logistic_regression',
spec,
)
def german_credit_numeric_with_test_sparse_logistic_regression():
"""German credit (numeric) sparse logistic regression, with a test set.
This uses a 75/25 split of the data. This requires setting the
`german_credit_numeric_path` flag.
Returns:
target: TargetDensity.
"""
spec = sparse_logistic_regression.sparse_logistic_regression(
lambda: data.german_credit_numeric(train_fraction=0.75))
return _populate_ground_truth(
'german_credit_numeric_with_test_sparse_logistic_regression',
spec,
)