def test_vc_four_points(self):
data = [(1, False), (2, True), (3, False), (5, False)]
classifier = train_sin_classifier(data)
for xx, yy in data:
self.assertEqual(True if yy == +1 else False,
classifier.classify(xx))
def test_vc_three_points(self):
data = [(1, False), (2, True), (3, False)]
classifier = train_sin_classifier(data)
for kk, yy in data:
self.assertEqual(True if yy == +1 else False,
classifier.classify(kk))
def test_vc_one_point_neg(self):
data_neg = [(1, True)]
classifier_neg = train_sin_classifier(data_neg)
for xx, yy in data_neg:
self.assertEqual(True if yy == +1 else False, classifier_neg.classify(xx))
def test_vc_one_point_pos(self):
data_pos = [(1, False)]
classifier_pos = train_sin_classifier(data_pos)
for xx, yy in data_pos:
self.assertEqual(True if yy == +1 else False, classifier_pos.classify(xx))
def test_vc_one_point_neg(self):
data_neg = [(1, True)]
classifier_neg = train_sin_classifier(data_neg)
for xx, yy in data_neg:
self.assertEqual(True if yy == +1 else False,
classifier_neg.classify(xx))
def test_vc_one_point_pos(self):
data_pos = [(1, False)]
classifier_pos = train_sin_classifier(data_pos)
for xx, yy in data_pos:
self.assertEqual(True if yy == +1 else False,
classifier_pos.classify(xx))
