1. Name – Sanket V. Butoliya
UID – U95365115
Major - Business Analytics & Information Systems
SAS® Enterprise Miner™ -
Default Credit Card Payment

2. Attributes
Information
Description Values
LIMIT_BAL Amount of the given credit Numeric
SEX Gender 1 = male; 2 = female
Education Education Status
1 = graduate school; 2 =
university; 3 = high school; 4 =
others
Marital status Married or not
1 = married; 2 = single; 3 =
others
Age Age of person Numeric
PAY_XX History of past payment
-1 = pay duly; 1 = payment
delay for one month; 2 =
payment delay for two months;
BILL_AMT XX Amount of bill statement Numeric
PAY_AMT XX Amount of previous payment Numeric
Default
payment next
month
Will customer default? Yes = 1, No = 0
Predicted attribute = Default
payment next
month
Number of Instances = 5000
Number of Attributes = 24
Missing Attribute Values = None
Data set Data Import Stats & Partition Models Comparison

3. Data set Data Import Stats & Partition Models Comparison

4. Data set Data Import Stats & Partition Models Comparison

5. Data set Data Import Stats & Partition Models Comparison
Baseline
Accuracy
77.76 %

6. Data set Data Import Stats & Partition Models Comparison

7. Data set Data Import Stats & Partition Models Comparison

8. Data set Data Import Stats & Partition Models Comparison

9. Data set Data Import Stats & Partition Models Comparison

10. Data set Data Import Stats & Partition Models Comparison

11. Thank You…