def project():
pr = Processor()
pr.read_data('presidential_polls.csv')
pr.draw_visualization()
new_df = pr.clean_prepare_data()
an = Analytics(new_df)
X, y, X_train, X_test, y_train, y_test = an.test_train_data()
log_model, logistic_model_pred, logistic_model_prob = an.logistic_model(
X_train, y_train, X_test)
desc_model, decision_model_pred, decision_model_prob = an.decision_tree_model(
X_train, y_train, X_test)
an.cross_validation(log_model, X, y, desc_model)
an.accuracy(y_test, logistic_model_pred, logistic_model_prob,
decision_model_pred, decision_model_prob)
