def runTestsAndPrintReport(trainingCategories, testingCategories):
allPositiveTrainingReviews = list();
allNegativeTrainingReviews = list();
allPositiveTestingReviews = list();
allNegativeTestingReviews = list();
for category in trainingCategories:
(allPositiveTrainingReviewsTmp, allNegativeTrainingReviewsTmp) = getAllClassifiedReviews(AmazonReviewCorpusReader(), category)
allPositiveTrainingReviews += allPositiveTrainingReviewsTmp;
allNegativeTrainingReviews += allNegativeTrainingReviewsTmp;
for category in testingCategories:
(allPositiveTestingReviewsTmp, allNegativeTestingReviewsTmp) = getAllClassifiedReviews(AmazonReviewCorpusReader(), category)
allPositiveTestingReviews += allPositiveTestingReviewsTmp;
allNegativeTestingReviews += allNegativeTestingReviewsTmp;
datasets = [ClassifiedDataset(0.1, 'POS', allPositiveTrainingReviews, allPositiveTestingReviews),
ClassifiedDataset(0.1, 'NEG', allNegativeTrainingReviews, allNegativeTestingReviews)
]
print 'training: %s vs testing: %s' % (trainingCategories, testingCategories);
report = Report(datasets, factories)
reportStats = report.getReport();
Report.printReport(reportStats);
def testGetReport(self):
rep = Report()
self.assertTrue(rep.saveReport("Escola Santa Clara","Juan","professor",0,1,0,1,0,2,1,0,0,1))
form = {}
form['qualification'] = 'professor'
form['teacherName'] = 'Juan'
form['question0'] = 0
form['question1'] = 1
form['question2'] = 0
form['question3'] = 1
form['question4'] = 0
form['question5'] = 2
form['question6'] = 1
form['question7'] = 0
form['question8'] = 0
form['question9'] = 1
self.assertEqual(rep.getReport('Escola Santa Clara'),form)
