def test_realRoutes_negative(self):
nAccu = 0
fPos = 0
for List in self.sampleRoutes.find({'type':'real_mismatch'}):
ID = List['list']
for n in range(len(ID)):
lst1 = self.Sections.find({'_id':ID[n]})[0]['track_points']
for m in range(n+1,len(ID)):
lst2 = self.Sections.find({'_id':ID[m]})[0]['track_points']
if route_matching.route_matching(lst1,lst2,150,1400,0.8,0.9):
fPos += 1
else:
nAccu += 1
print 'Number of Runs = ' + str(nAccu + fPos)
print 'Negative Accuracy = ' + str(nAccu*100/(nAccu+fPos)) + '%'
print 'False Positive = ' + str(fPos*100/(nAccu+fPos)) + '%'
def test_artificialRoutes_positive(self):
print '### Testing Artificial Routes ###'
pAccu = 0
fNeg = 0
for List in self.sampleRoutes.find({'type':'artificial_match'}):
ID = List['list']
for n in range(len(ID)):
lst1 = ID[n]['track_points']
for m in range(n+1,len(ID)):
lst2 = ID[m]['track_points']
if route_matching.route_matching(lst1,lst2,150,1400,0.8,0.9):
pAccu += 1
else:
fNeg += 1
print 'Number of Runs = ' + str(pAccu + fNeg)
print 'Positive Accuracy = ' + str(pAccu*100/(pAccu+fNeg)) + '%'
print 'False Negative = ' + str(fNeg*100/(pAccu+fNeg)) + '%'
def test_realRoutes_positive(self):
pAccu = 0
fNeg = 0
for List in self.sampleRoutes.find({'type': 'real_match'}):
ID = List['list']
for n in range(len(ID)):
lst1 = self.Sections.find({'_id': ID[n]})[0]['track_points']
for m in range(n + 1, len(ID)):
lst2 = self.Sections.find({'_id':
ID[m]})[0]['track_points']
if route_matching.route_matching(lst1, lst2, 150, 1400,
0.8, 0.9):
pAccu += 1
else:
fNeg += 1
print('Number of Runs = ' + str(pAccu + fNeg))
print('Positive Accuracy = ' + str(pAccu * 100 / (pAccu + fNeg)) + '%')
print('False Negative = ' + str(fNeg * 100 / (pAccu + fNeg)) + '%')
