def test_misclassified(self):
data = readAllData(SHORT_FILE_NAME)
average = computeAverageForClasses(data)
misclasified = misclassified(data)
result_data = [('15.24850737', 'NO'), ('13.195037', 'NO')]
self.assertEqual(misclasified, result_data)
def test_compute_average_for_classes_complete_final(self):
data = readAllData(COMPLETE_FINAL_FILE_NAME)
average = computeAverageForClasses(data)
result_data = {
'YES': 10.287209574866667,
'NO': 20.240770106972597,
'OK': 97.84553928928842
}
self.assertEqual(average, result_data)
from functions import readAllData, computeAverageForClasses, misclassified
# file name
FILE_NAME = 'short_data.txt'
#read data
data = readAllData(FILE_NAME)
# average
average = computeAverageForClasses(data)
print('Average:')
print(average)
# misclassified
misclasified = misclassified(data)
print('Misclassified:')
print(len(misclasified))
# file write
write_data = [ f'{m[0]}\t{m[1]}' for m in misclasified ]
f = open("Misclassified.txt", "w")
f.write('\n'.join(write_data))
f.close()
def test_misclassified_complete_final(self):
data = readAllData(COMPLETE_FINAL_FILE_NAME)
average = computeAverageForClasses(data)
misclasified = misclassified(data)
self.assertEqual(len(misclasified), 36)
def test_compute_average_for_classes_complete(self):
data = readAllData(COMPLETE_FILE_NAME)
average = computeAverageForClasses(data)
result_data = {'YES': 11.016275211379998, 'NO': 19.25457457829}
self.assertEqual(average, result_data)
def test_compute_average_for_classes(self):
data = readAllData(SHORT_FILE_NAME)
average = computeAverageForClasses(data)
result_data = {'YES': 12.654788940000001, 'NO': 19.13054132285714}
self.assertEqual(average, result_data)