class SVMIdentifierTestCase(unittest.TestCase):
def setUp(self):
sampler = T2DSampler()
self.testTables = sampler.getTablesSubjectIdentificationGoldStandard()
self.scIdentifier = SimpleIdentifier()
def testSimpleIdentifier(self):
recall = 0
falsePositives = 0
tableGuessedCorrectly = 0
for table in self.testTables:
subjectColumn = self.scIdentifier.identifySubjectColumn(table)
if table.subjectColumn == subjectColumn:
tableGuessedCorrectly += 1
print "table guessed: %s" % len(self.testTables)
print "table guessed correctly: %s" % tableGuessedCorrectly
def testSimpleIdentifierPermutations(self):
recall = 0
falsePositives = 0
tableGuessedCorrectly = 0
for table in self.testTables:
table.scrumbleColumns()
subjectColumn = self.scIdentifier.identifySubjectColumn(table)
if table.subjectColumn == subjectColumn:
tableGuessedCorrectly += 1
print "Permutations result"
print "table guessed: %s" % len(self.testTables)
print "table guessed correctly: %s" % tableGuessedCorrectly
def setUp(self):
sampler = T2DSampler()
self.testTables = sampler.getTablesSubjectIdentificationGoldStandard()
self.scIdentifier = SimpleIdentifier()