Credit Approval
About
This data concerns credit card applications; good mix of attributes
This file concerns credit card applications. All attribute names and values have been changed to meaningless symbols to protect confidentiality of the data.
This dataset is interesting because there is a good mix of attributes -- continuous, nominal with small numbers of values, and nominal with larger numbers of values. There are also a few missing values.
Subject Area
Business
Instances
690
Features
15
Data Types
Multivariate
Tasks
Classification
Feature Types
Categorical, Integer, Continuous
Features
| Name | Role | Type | Units | Missing Values |
|---|---|---|---|---|
| A16 | Target | Categorical | - | No |
| A15 | Feature | Continuous | - | No |
| A14 | Feature | Continuous | - | Yes |
| A13 | Feature | Categorical | - | No |
| A12 | Feature | Categorical | - | No |
| A11 | Feature | Continuous | - | No |
| A10 | Feature | Categorical | - | No |
| A9 | Feature | Categorical | - | No |
| A8 | Feature | Continuous | - | No |
| A7 | Feature | Categorical | - | Yes |
| A6 | Feature | Categorical | - | Yes |
| A5 | Feature | Categorical | - | Yes |
| A4 | Feature | Categorical | - | Yes |
| A3 | Feature | Continuous | - | No |
| A2 | Feature | Continuous | - | Yes |
| A1 | Feature | Categorical | - | Yes |
Introductory Paper
–