def __consolidate_stability(df_vim_structured, ranked=True):
    """Calculates the variance of each feature's VIMs.
    """
    return_val = df_vim_structured.var(axis=0)
    return_val.name = 'VIM_var'
    if ranked:
        return_val.sort()
    return return_val