数据集:

mstz/german

中文

German

The German dataset from the UCI ML repository . Dataset on loan grants to customers.

Configurations and tasks

Configuration Task Description
encoding Encoding dictionary showing original values of encoded features.
loan Binary classification Has the loan request been accepted?

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/german", "loan")["train"]

Features

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