feature_to_model.py

FEATURES_TO_MODEL = OrderedDict({
    # raw features
    'gender': 'string',
    'SeniorCitizen': 'string',
    'Partner': 'string',
    'Dependents': 'string',
    'tenure': 'string',
    'PhoneService': 'string',
    'MultipleLines': 'string',
    'InternetService': 'string',
    'PaymentMethod': 'string',
    'MonthlyCharges': 'numeric',
    'TotalCharges': 'numeric',
    'activity': 'string',

    # engineered features
    'dayOfWeek': 'numeric',
    'month': 'numeric',
    'dayOfMonth': 'numeric',
    'hour': 'numeric',
})