single_filter offline - shuiwanghuohuo/scorecard_wiki GitHub Wiki

from tool_box import tool
single_filter(data,not_in_list=["None", "NaN", "NA", "nan", None, "-999", "-999.0", -999, "-1111", "-1111.0", -1111])

计算指标的单一阈值，指标较多出库困难时可先用此方法筛选

Parameter Description
---------------------
data : pandas.core.frame.DataFrame
    数据集

Return
------
result : 一个pandas dataframe 包括了每个特征的变量名,单一阈值