How to Solve Simple Scenarion Using SQL 2005 Datamining
- From: "razi rais" <razi_rais@xxxxxxxxx>
- Date: Mon, 22 Jan 2007 05:20:06 GMT
Hi to all
I want to know how achieve the following scenario, I will highly encourage if anyone knows the solution please mention it through steps. The scenario is I have a table named ?CreditCardTable ? with following schema , the table is pretty much what one expect from a simple credit card application that will present form to user who fills the application of credit card and data going to be filled into the table. Later an analyst will review the data and will be accepting or rejecting the Credit Card along with some other fields as seen in the schema.
-----Schema --------
CustomerName Bigint
Age int
DOB DateTime
LimitAssigned Bigint
Analystname varchar
Salary varchar
Gender bit
Qualification varchar
Country varchar
JobTitle varchar
MartialStatus varchar
IsApproved bit
IsDeclined bit
Now what I want is that by using Microsoft Detaining Features after giving it the data t should purpose analyst the solution i-e (reject / approve ) the credit card application . Now I gather than there are many algorithms in SQL Server 2005 Analysis Services that can be used (Decision Trees , Association Rules ) , I research on the two I just mentioned and want to use Decision Tree for this purpose , but there is a bottleneck that is mentioned in a book named ?Detaining with SQL Server 2005 by Wiely?. It says that the rules that the Decision Tree will build and use are not available to end user in contrast to Association Rule algorithm which provide the rules. I essentially need the rules by which the decision has been made. Please I really need help on these issue to summarize I need the following
1) With the table ?CreditCardTable? I need to perform Decision Trees and Association Rules Algorithm on it , please provide me steps to do so , moreover please also mention how to specify Query (DMX I think) to get the final result i-e approve or reject based on the data .
2) The rules on basis of which the Algorithm makes it decision, please provide insights on how to achieve this by both Decision Trees and Association Rules Algorithm.
I really need an urgent reply on this , you can also email me at razi_rais@xxxxxxxxx, thanks for your feedback.
.
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