Datasets:
feature
stringclasses 12
values | original_value
stringlengths 3
4
| encoded_value
int8 0
4
|
---|---|---|
is_foreign | A201 | 0 |
is_foreign | A202 | 1 |
has_registered_phone_number | A191 | 0 |
has_registered_phone_number | A192 | 1 |
job_status | A171 | 0 |
job_status | A172 | 1 |
job_status | A173 | 2 |
job_status | A174 | 3 |
housing_status | A153 | 0 |
housing_status | A151 | 1 |
housing_status | A152 | 2 |
installment_plans | A141 | 0 |
installment_plans | A142 | 1 |
installment_plans | A143 | 2 |
guarantors | A101 | 0 |
guarantors | A102 | 1 |
guarantors | A103 | 2 |
marital_status | A91 | 0 |
marital_status | A92 | 0 |
marital_status | A93 | 1 |
marital_status | A94 | 2 |
marital_status | A95 | 1 |
sex | A91 | 0 |
sex | A93 | 0 |
sex | A94 | 0 |
sex | A92 | 1 |
sex | A95 | 1 |
employed_since | A71 | 0 |
employed_since | A72 | 1 |
employed_since | A73 | 2 |
employed_since | A74 | 3 |
employed_since | A75 | 4 |
current_savings | A65 | 0 |
current_savings | A61 | 1 |
current_savings | A62 | 2 |
current_savings | A63 | 3 |
current_savings | A64 | 4 |
credit_status | A30 | 0 |
credit_status | A31 | 1 |
credit_status | A32 | 2 |
credit_status | A33 | 3 |
credit_status | A34 | 4 |
checking_account_status | A14 | 0 |
checking_account_status | A11 | 1 |
checking_account_status | A12 | 2 |
checking_account_status | A13 | 3 |
YAML Metadata
Error:
"configs[0]" must be of type object
YAML Metadata
Error:
"configs[1]" must be of type object
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 |
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