metadata

language:
  - en
tags:
  - breast
  - tabular_classification
  - binary_classification
pretty_name: German
size_categories:
  - n<1K
task_categories:
  - tabular-classification
configs:
  - encoding
  - loan
license: cc

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`