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Bank
The Bank dataset from the UCI ML repository. Potential clients are contacted by a bank during a second advertisement campaign. This datasets records the customer, the interaction with the AD campaign, and if they subscribed to a proposed bank plan or not.
Configurations and tasks
| Configuration | Task | Description |
|---|---|---|
| encoding | Encoding dictionary showing original values of encoded features. | |
| subscription | Binary classification | Has the customer subscribed to a bank plan? |
Usage
from datasets import load_dataset
dataset = load_dataset("mstz/bank", "subscription")["train"]
Features
| Name | Type |
|---|---|
age |
int64 |
job |
string |
marital_status |
string |
education |
int8 |
has_defaulted |
int8 |
account_balance |
int64 |
has_housing_loan |
int8 |
has_personal_loan |
int8 |
month_of_last_contact |
string |
number_of_calls_in_ad_campaign |
string |
days_since_last_contact_of_previous_campaign |
int16 |
number_of_calls_before_this_campaign |
int16 |
successfull_subscription |
int8 |
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