import pandas as pd
from experimentation.baseline import run_evaluation

train_samples = pd.read_csv('datasets/givemesomecredit-train.csv', sep='\t')
test_samples = pd.read_csv('datasets/givemesomecredit-test.csv', sep='\t')

label_attribute = 'label'
attribute_candidates = ['revolving_util', 'age', 'past_due', 'debt_ratio', 'income', 'lines',
                        'real_estate', 'dependents']

run_evaluation('givemesomecredit', train_samples, test_samples, attribute_candidates, label_attribute)
