classify_test_set.py

# Classify the messages of the test_set
test_set['sms_predicted'] = test_set['SMS'].apply(sms_classify_test_set)

# Calculate the accuracy of the algorithm
correct = 0
total = test_set.shape[0]

for row in test_set.iterrows():
    row = row[1]
    if row['Label'] == row['sms_predicted']:
        correct += 1

print('Results \n-------')
print('Valid:', correct)
print('Invalid:', total - correct)
print('Accuracy:', round(correct/total, 4))