From: Enhanced credit card fraud detection based on attention mechanism and LSTM deep model
Name | Description |
---|---|
Step | The day the transaction took place from 1 to 180 |
Customer ID | A number identifying the customer account involved in the transaction |
Age category | A categorical value putting the customer into one of 8 different age groups |
Gender | A categorical variable indicating the gender of the customer |
Zip Code of account | The zip code associated with the customer |
Merchant ID | A number identifying the merchant involved in the transaction |
Zip Code of Merchant | The zip code of the merchant |
Category purchase | A categorical variable indicating what type of good or service was purchased |
Amount of purchase | The total amount that the transaction cost |
Fraud status | A binary variable indicating if the transaction was fraudulent of not |