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数据集:
mstz/german
英文德语
从 UCI ML repository 借贷授予客户的数据集。
配置和任务
| Configuration | Task | Description |
|---|---|---|
| encoding | Encoding dictionary showing original values of encoded features. | |
| loan | Binary classification | Has the loan request been accepted? |
用途
from datasets import load_dataset
dataset = load_dataset("mstz/german", "loan")["train"]
特点
| Feature | Type |
|---|---|
| checking_account_status | int8 |
| account_life_in_months | int8 |
| credit_status | int8 |
| loan_purpose | string |
| current_credit | int32 |
| current_savings | int8 |
| employed_since | int8 |
| installment_rate_percentage | int8 |
| sex | int8 |
| marital_status | string |
| guarantors | int8 |
| years_living_in_current_residence | int8 |
| age | int8 |
| installment_plans | string |
| housing_status | int8 |
| nr_credit_accounts_in_bank | int8 |
| job_status | int8 |
| number_of_people_in_support | int8 |
| has_registered_phone_number | int8 |
| is_foreign | int8 |