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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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+
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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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+
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+
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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` |