def drop_features(df, to_drop):
    """Drop unwanted features 

    Parameters
    ----------
    df      : panda dataframe
    to_drop : array with name of features to be dropped
    
    Returns
    -------
    Original dataframe with all original features but those in to_drop
    """
    return df.drop(to_drop, axis=1)