def test_dimension(self):
try:
select(X)
except ValueError:
fail()
with raises(ValueError):
select(x)
def test_criterion(self):
try:
for criterion in criteria:
select(X, criterion=criterion)
except ValueError:
fail()
with raises(ValueError):
select(X, method='')
with raises(ValueError):
select(X, method=None)
def test_method(self):
try:
for method in methods:
select(X, method=method)
except ValueError:
fail()
with raises(ValueError):
select(X, method='')
with raises(ValueError):
select(X, method=None)
def test_lamb(self):
try:
select(X, method='glasso', criterion='none', lamb=None)
select(X, method='glasso', criterion='none', lamb=0)
select(X, method='glasso', criterion='none', lamb=[0])
select(X, method='glasso', criterion='none', lamb=[0, 0.1])
select(X, method='glasso', criterion='stars', lamb=None)
select(X, method='glasso', criterion='stars', lamb=0)
select(X, method='glasso', criterion='stars', lamb=[0])
select(X, method='glasso', criterion='stars', lamb=[0, 0.1])
select(X, method='iamb', criterion='none', lamb=None)
select(X, method='iamb', criterion='none', lamb=0)
select(X, method='iamb', criterion='none', lamb=[0])
select(X, method='iamb', criterion='none', lamb=[0, 0.1])
select(X, method='iamb', criterion='none', lamb=[-0.1, 0, 0.1])
select(X, method='iamb', criterion='stars', lamb=None)
select(X, method='iamb', criterion='stars', lamb=0)
select(X, method='iamb', criterion='stars', lamb=[0])
select(X, method='iamb', criterion='stars', lamb=[0, 0.1])
select(X, method='iamb', criterion='stars', lamb=[-0.1, 0, 0.1])
except ValueError:
fail()
with raises(ValueError):
select(X, method='glasso', criterion='none', lamb=[-0.1, 0, 0.1])
with raises(ValueError):
select(X, method='glasso', criterion='stars', lamb=[-0.1, 0, 0.1])
def test_length(self):
with raises(ValueError):
select(X[:, :1])
with raises(ValueError):
select(X[:1])