def test_03_angga_1184047(self):
from Chapter01.angga1184047 import preprocessing, training, predict
while True:
data = preprocessing()
# training data
data_train = data['training']
data_training = data_train['data_training']
data_training_label = data_train['data_training_label']
# testing data
data_train = data['testing']
data_testing = data_train['data_testing']
data_testing_label = data_train['data_testing_label']
# training
t = training(data_training, data_training_label)
# predict
prediction = predict(t, data_testing)
print(data_testing_label.values[0])
print(prediction[0])
if data_testing_label.values[0] == prediction[0]:
print("hasil sama")
break
else:
print("hasil beda")
self.assertEqual(data_testing_label.values[0], prediction[0])
def test_02_rolly_113040087(self):
from Chapter01.rolly113040087 import preparation, training, testing
dataset = 'Chapter01/dataset/student-por.csv'
d_train_att, d_train_pass, d_test_att, d_test_pass, d_att, d_pass = preparation(
dataset)
t = training(d_train_att, d_train_pass)
hasiltestingsemua = testing(t, d_test_att)
print('\n hasil testing : ')
print(hasiltestingsemua)
ambilsatuhasiltesting = hasiltestingsemua[0]
self.assertLessEqual(ambilsatuhasiltesting, 1)
def test_02_alvian_1184077(self):
from Chapter01.alvian1184077 import prepoc, training, predict
datapath = 'Chapter01/dataset/covid_19_indonesia_time_series_all.csv'
data_train_new, data_train_label, data_test_new, data_test_label, d_new, d_label = prepoc(
datapath)
#testing function training
dt = training(data_train_new, data_train_label)
hasiltesting = predict(dt, data_test_new)
print('\n Hasil testing Alvian :')
print(hasiltesting)
ambilsatuajatesting = hasiltesting[0]
self.assertLessEqual(ambilsatuajatesting, 1)
def test_02_DindaMajesty_1184011(self):
from Chapter01.DindaMajesty1184011 import preparation, training, predict
datasetpath = 'Chapter01/dataset/company_data.csv'
# testing function preparation
d_train_att, d_train_pass, d_test_att, d_test_pass, d_att, d_pass = preparation(
datasetpath)
#testing function training
t = training(d_train_att, d_train_pass)
#testing function testing
hasiltestingsemua = testing(t, d_test_att)
#hasil
print('\n hasil testing : ')
print(hasiltestingsemua)
ambilsatuhasiltesting = hasiltestingsemua[0]
self.assertLessEqual(ambilsatuhasiltesting, 1)
def test_02_adityar_1184021(self):
from Chapter01.adityar1184021 import preparation, training, testing
#datasetpath = 'Chapter01/dataset/kuli_ah_daring.csv'
data = preparation()
train = data.pop(0)
d_train_att = train.pop(0)
d_train_pass = train.pop(0)
test = data.pop(0)
d_test_att = test.pop(0)
d_test_pass = test.pop(0)
t = training(d_train_att, d_train_pass)
result = testing(t, d_test_att)
print("Hasilnya BOS : ")
print(result)
self.assertGreaterEqual(result[0], 1)