ใช้การจำแนกประเภทด้วย ML เพื่อตรวจจับการฉ้อโกง

# Create the training and testing sets
X_train, X_test, y_train, y_test = train_test_split(____, ____, test_size=____, random_state=0)

# Fit a logistic regression model to our data
model = LogisticRegression()
model.fit(____, ____)

# Obtain model predictions
predicted = model.predict(____)

# Print the classifcation report and confusion matrix
print('Classification report:\n', classification_report(____, ____))
conf_mat = confusion_matrix(y_true=y_test, y_pred=predicted)
print('Confusion matrix:\n', conf_mat)