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数据集:
mstz/bank
中文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 |