Datasets:
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README.md
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---
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language:
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- en
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tags:
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- breast
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- tabular_classification
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- binary_classification
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pretty_name: German
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size_categories:
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- 100<n<1K
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task_categories: # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
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- tabular-classification
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configs:
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- encoding
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- loan
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---
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# Germanc
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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).
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Dataset on loan grants to customers.
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# Configurations and tasks
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The dataset has four configurations:
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- `encoding`, which holds the encoding dictionaries mapping binary and ordinal features to their value;
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- `loan`, for binary classification of the loan acceptance;
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# Features
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|**Feature**------------------------|**Type** |
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|-----------------------------------|-----------|
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`checking_account_status` | `int8` |
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`account_life_in_months` | `int8` |
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`credit_status` | `int8` |
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`loan_purpose` | `string` |
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`current_credit` | `int32` |
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`current_savings` | `int8` |
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`employed_since` | `int8` |
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`installment_rate_percentage` | `int8` |
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`sex` | `int8` |
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`marital_status` | `string` |
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`guarantors` | `int8` |
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`years_living_in_current_residence` | `int8` |
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`age` | `int8` |
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`installment_plans` | `string` |
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`housing_status` | `int8` |
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`nr_credit_accounts_in_bank` | `int8` |
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`job_status` | `int8` |
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`number_of_people_in_support` | `int8` |
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`has_registered_phone_number` | `int8` |
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`is_foreign` | `int8` |
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