def test_private_var(example_private_table: PrivateTable):
"""check private var implementation."""
noisy_var = example_private_table.var('Age', PrivacyBudget(10000.))
check_absolute_error(noisy_var, 30.69, 2.)
del noisy_var
def test_private_var(example_private_table: PrivateTable):
"""check private var implementation using Age in adult dataset."""
noisy_var = example_private_table.var('Age', PrivacyBudget(10000.))
check_absolute_error(noisy_var, 186.06140024879625, 2.)
del noisy_var
def test_private_var_petal_width(example_private_table: PrivateTable):
"""check private var implementation using Petal Width in iris dataset."""
noisy_var = example_private_table.var('Petal Width', PrivacyBudget(10000.))
check_absolute_error(noisy_var, 0.5824143176733784, 1.)
del noisy_var
def test_private_var_petal_length(example_private_table: PrivateTable):
"""check private var implementation using Petal Length in iris dataset."""
noisy_var = example_private_table.var('Petal Length', PrivacyBudget(10000.))
check_absolute_error(noisy_var, 3.1131794183445156, 1.)
del noisy_var
def test_private_var_sepal_width(example_private_table: PrivateTable):
"""check private var implementation using Sepal Width in iris dataset."""
noisy_var = example_private_table.var('Sepal Width', PrivacyBudget(10000.))
check_absolute_error(noisy_var, 0.18800402684563763, 1.)
del noisy_var
def test_private_var_sepal_length(example_private_table: PrivateTable):
"""check private var implementation using Sepal Length in iris dataset."""
noisy_var = example_private_table.var('Sepal Length', PrivacyBudget(10000.))
check_absolute_error(noisy_var, 0.6856935123042505, 1.)
del noisy_var
