def local_error_test(self):
"""Test MeanAbsoluteDeviationError.local_error."""
localErrors = [0.2, 0.3, 0.4, 0.5, 0.5, 0.3, 0.2, 0.6, 0.3, 0.5, 0]
# dataPtsOrg = [ 2.30, .373, .583, 1.880, 500]
# dataPtsCalc = [-1.21, -.445, .466, .226, 300]
# localErrors = [ 3.51, .818, .117, 1.654, 200]
mad = MeanAbsoluteDeviationError()
for idx in xrange(len(self.dataOrg)):
le = mad.local_error([self.dataOrg[idx]], [self.dataCalc[idx]])
ple = localErrors[idx]
# compare the strings due to accuracy
self.assertEqual(str(le), str(ple))
def local_error_test(self):
"""Test MeanAbsoluteDeviationError.local_error."""
localErrors = [0.2, 0.3, 0.4, 0.5, 0.5, 0.3, 0.2, 0.6, 0.3, 0.5, 0]
# dataPtsOrg = [ 2.30, .373, .583, 1.880, 500]
# dataPtsCalc = [-1.21, -.445, .466, .226, 300]
# localErrors = [ 3.51, .818, .117, 1.654, 200]
mad = MeanAbsoluteDeviationError()
for idx in xrange(len(self.dataOrg)):
le = mad.local_error([self.dataOrg[idx]], [self.dataCalc[idx]])
ple = localErrors[idx]
# compare the strings due to accuracy
self.assertEqual(str(le), str(ple))
def error_calculation_test(self):
"""Test the calculation of the Mean Absolute Deviation Error."""
#dataPtsOrg = [2.30, .373, .583, 1.88, 1.44, -0.0852, -.341, .619, .131, 1.27, 0]
#dataPtsCalc = [-1.21, -.445, .466, .226, -.694, -.575, 2.73, -1.49, -1.45, -.193, 0]
tsOrg = TimeSeries()
tsCalc = TimeSeries()
for idx in xrange(len(self.dataOrg)):
tsOrg.add_entry(float(idx), self.dataOrg[idx])
tsCalc.add_entry(float(idx), self.dataCalc[idx])
mad = MeanAbsoluteDeviationError()
mad.initialize(tsOrg, tsCalc)
# compare the strings due to accuracy
self.assertEqual("0.3454", str(mad.get_error())[:6])
def error_calculation_test(self):
"""Test the calculation of the Mean Absolute Deviation Error."""
#dataPtsOrg = [2.30, .373, .583, 1.88, 1.44, -0.0852, -.341, .619, .131, 1.27, 0]
#dataPtsCalc = [-1.21, -.445, .466, .226, -.694, -.575, 2.73, -1.49, -1.45, -.193, 0]
tsOrg = TimeSeries()
tsCalc = TimeSeries()
for idx in xrange(len(self.dataOrg)):
tsOrg.add_entry(float(idx), self.dataOrg[idx])
tsCalc.add_entry(float(idx), self.dataCalc[idx])
mad = MeanAbsoluteDeviationError()
mad.initialize(tsOrg, tsCalc)
# compare the strings due to accuracy
self.assertEqual("0.3454", str(mad.get_error())[:6])