def testBinaryErrorP(self):
testY = numpy.array([1, 1, -1, 1])
predY = numpy.array([-1, 1, -1, 1])
predY2 = numpy.array([-1, -1, -1, 1])
predY3 = numpy.array([-1, -1, 1, -1])
self.assertTrue(Evaluator.binaryErrorP(testY, predY) == 1.0/3.0)
self.assertTrue(Evaluator.binaryErrorP(testY, testY) == 0.0)
self.assertTrue(Evaluator.binaryErrorP(predY, predY) == 0.0)
self.assertTrue(Evaluator.binaryErrorP(testY, predY2) == 2.0/3.0)
self.assertTrue(Evaluator.binaryErrorP(testY, predY3) == 1.0)
testY = numpy.array([-1, -1, -1, -1])
predY = numpy.array([-1, 1, -1, 1])
self.assertTrue(Evaluator.binaryErrorP(testY, predY) == 0.0)
def testBinaryErrorP(self):
testY = numpy.array([1, 1, -1, 1])
predY = numpy.array([-1, 1, -1, 1])
predY2 = numpy.array([-1, -1, -1, 1])
predY3 = numpy.array([-1, -1, 1, -1])
self.assertTrue(Evaluator.binaryErrorP(testY, predY) == 1.0 / 3.0)
self.assertTrue(Evaluator.binaryErrorP(testY, testY) == 0.0)
self.assertTrue(Evaluator.binaryErrorP(predY, predY) == 0.0)
self.assertTrue(Evaluator.binaryErrorP(testY, predY2) == 2.0 / 3.0)
self.assertTrue(Evaluator.binaryErrorP(testY, predY3) == 1.0)
testY = numpy.array([-1, -1, -1, -1])
predY = numpy.array([-1, 1, -1, 1])
self.assertTrue(Evaluator.binaryErrorP(testY, predY) == 0.0)
