Python PrivateTable.mean Examples

Example #1

def test_private_mean(example_private_table: PrivateTable):
    """check private mean implementation."""
    noisy_mean = example_private_table.mean('Age', PrivacyBudget(10000.))
    check_absolute_error(noisy_mean, 33.2, 1.)

Example #2

File: test_iris_table.py Project: jiaqing23/PrivateTable

def test_private_mean_petal_width(example_private_table: PrivateTable):
    """check private mean implementation using Petal Width in iris dataset."""
    noisy_mean = example_private_table.mean('Petal Width', PrivacyBudget(10000.))
    check_absolute_error(noisy_mean, 1.1986666666666672, 1.)

Example #3

def test_private_mean(example_private_table: PrivateTable):
    """check private mean implementation using Age in adult dataset."""
    noisy_mean = example_private_table.mean('Age', PrivacyBudget(10000.))
    check_absolute_error(noisy_mean, 38.58164675532078, 1.)

Example #4

File: test_iris_table.py Project: jiaqing23/PrivateTable

def test_private_mean_sepal_width(example_private_table: PrivateTable):
    """check private mean implementation using Sepal Width in iris dataset."""
    noisy_mean = example_private_table.mean('Sepal Width', PrivacyBudget(10000.))
    check_absolute_error(noisy_mean, 3.0540000000000007, 1.)