class DrPerceptronHypothesisTest(unittest.TestCase):
def setUp(self):
self._hypothesis = DrPerceptron()
def tearDown(self):
self._hypothesis = None
def test_attacked_bad(self):
"""Perceptron: Test the aggro == bad case"""
for i in range(100):
self._hypothesis.update([1], 1, -1)
trainedGuess = self._hypothesis.get_guess([1])
# print ('DRPERCEPTRON: test_attacked_bad TrainedGuess: '+str(trainedGuess))
# print (str(self._hypothesis))
self.assertTrue(trainedGuess == False)
def test_attacked_good(self):
"""Perceptron: Test the non aggro == good case"""
for i in range(100):
self._hypothesis.update([1], 1, 1)
trainedGuess = self._hypothesis.get_guess([1])
# print ('DRPERCEPTRON: test_attacked_good TrainedGuess: '+str(trainedGuess))
# print (str(self._hypothesis))
self.assertTrue(trainedGuess == True)
def test_attacked_bad_randoWeights(self):
"""Perceptron: Randomize the weights: Test the aggro == bad case"""
self._hypothesis._randoWeights()
for i in range(100):
self._hypothesis.update([1], 1, -1)
trainedGuess = self._hypothesis.get_guess([1])
# print ('DRPERCEPTRON: test_attacked_bad TrainedGuess: '+str(trainedGuess))
# print (str(self._hypothesis))
self.assertTrue(trainedGuess == False)
def test_attacked_good_randoWeights(self):
"""Perceptron: Randomize the weights: Test the non aggro == good case"""
self._hypothesis._randoWeights()
for i in range(100):
self._hypothesis.update([1], 1, 1)
trainedGuess = self._hypothesis.get_guess([1])
# print ('DRPERCEPTRON: test_attacked_good TrainedGuess: '+str(trainedGuess))
# print (str(self._hypothesis))
self.assertTrue(trainedGuess == True)
class DrPerceptronHypothesisTest(unittest.TestCase):
def setUp(self):
self._hypothesis = DrPerceptron()
def tearDown(self):
self._hypothesis = None
def test_attacked_bad(self):
"""Perceptron: Test the aggro == bad case"""
for i in range(100):
self._hypothesis.update([1], 1, -1)
trainedGuess = self._hypothesis.get_guess([1])
#print ('DRPERCEPTRON: test_attacked_bad TrainedGuess: '+str(trainedGuess))
#print (str(self._hypothesis))
self.assertTrue(trainedGuess == False)
def test_attacked_good(self):
"""Perceptron: Test the non aggro == good case"""
for i in range(100):
self._hypothesis.update([1], 1, 1)
trainedGuess = self._hypothesis.get_guess([1])
#print ('DRPERCEPTRON: test_attacked_good TrainedGuess: '+str(trainedGuess))
#print (str(self._hypothesis))
self.assertTrue(trainedGuess == True)
def test_attacked_bad_randoWeights(self):
"""Perceptron: Randomize the weights: Test the aggro == bad case"""
self._hypothesis._randoWeights()
for i in range(100):
self._hypothesis.update([1], 1, -1)
trainedGuess = self._hypothesis.get_guess([1])
#print ('DRPERCEPTRON: test_attacked_bad TrainedGuess: '+str(trainedGuess))
#print (str(self._hypothesis))
self.assertTrue(trainedGuess == False)
def test_attacked_good_randoWeights(self):
"""Perceptron: Randomize the weights: Test the non aggro == good case"""
self._hypothesis._randoWeights()
for i in range(100):
self._hypothesis.update([1], 1, 1)
trainedGuess = self._hypothesis.get_guess([1])
#print ('DRPERCEPTRON: test_attacked_good TrainedGuess: '+str(trainedGuess))
#print (str(self._hypothesis))
self.assertTrue(trainedGuess == True)
