---
language:
- en
tags:
- breast
- tabular_classification
- binary_classification
pretty_name: German
size_categories:
- 100<n<1K
task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
- tabular-classification
configs:
- encoding
- loan
---
# Germanc
The [German dataset](https://archive.ics.uci.edu/ml/datasets/Statlog+%28German+Credit+Data%29) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
Dataset on loan grants to customers.

# Configurations and tasks
The dataset has four configurations:
- `encoding`, which holds the encoding dictionaries mapping binary and ordinal features to their value;
- `loan`, for binary classification of the loan acceptance;


# 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`    |