目录
GermanCreditData数据集的简介
德国信用数据，该数据集来自汉堡大学统计与计量研究所的教授，Hans Hofmann博士所收集制作。
1、数据集描述
备注：DM指德国货币—马克，1DM≈11RMB
字段英文 |
中文 |
描述 |
|
7个数值型 |
Duration in month |
月持续时间 |
|
Credit amount |
信用额度 |
||
Installment rate in percentage of disposable income |
分期付款率占可支配收入的百分比 |
||
Present residence since |
现居住地至今 |
||
Age in years |
年龄 |
||
Number of existing credits at this bank |
这家银行的现有信贷数量 |
||
Number of people being liable to provide maintenance for |
有责任为其提供维修服务的人数 |
||
13个类别型 |
Status of existing checking account |
现有支票账户的状态 |
A11 : ... < 0 DM A12 : 0 <= ... < 200 DM A13 : ... >= 200 DM /salary assignments for at least 1 year至少 1 年的工资分配 A14 : no checking account无账户 |
Credit history |
信用记录 |
A30 : no credits taken/all credits paid back duly A31 : all credits at this bank paid back duly A32 : existing credits paid back duly till now A33 : delay in paying off in the past A34 : critical account/other credits existing (not at this bank) |
|
Purpose |
目的 |
A40 : car (new) A41 : car (used) A42 : furniture/equipment A43 : radio/television A44 : domestic appliances A45 : repairs A46 : education A47 : (vacation - does not exist?) A48 : retraining A49 : business A410 : others |
|
Savings account/bonds |
储蓄账户/债券 |
A61 : ... < 100 DM A62 : 100 <= ... < 500 DM A63 : 500 <= ... < 1000 DM A64 : .. >= 1000 DM A65 : unknown/ no savings account |
|
Present employment since |
至今工作至今 |
A71 : unemployed A72 : ... < 1 year A73 : 1 <= ... < 4 years A74 : 4 <= ... < 7 years A75 : .. >= 7 years |
|
Personal status and sex |
个人地位和性别 |
A91 : male : divorced/separated A92 : female : divorced/separated/married A93 : male : single A94 : male : married/widowed A95 : female : single |
|
Other debtors / guarantors |
其他债务人/担保人 |
A101 : none A102 : co-applicant A103 : guarantor |
|
Property |
财产 |
A121 : real estate A122 : if not A121 : building society savings agreement/life insurance A123 : if not A121/A122 : car or other, not in attribute 6 A124 : unknown / no property |
|
Other installment plans |
其他分期付款计划 |
A141 : bank A142 : stores A143 : none |
|
Housing |
住房 |
A151 : rent A152 : own A153 : for free |
|
Job |
工作 |
A171 : unemployed/ unskilled - non-resident A172 : unskilled - resident A173 : skilled employee / official A174 : management/ self-employed/highly qualified employee/ officer |
|
Telephone |
电话 |
A191 : none A192 : yes, registered under the customers name |
|
foreign worker |
外籍工人 |
A201 : yes A202 : no |
GermanCreditData数据集的下载
数据集链接：UCI Machine Learning Repository
GermanCreditData数据集的使用方法
相关案例
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https://blog.csdn.net/qq_41185868/article/details/125418213
