construct a classification model to identify customers who are likely to respond to a mailing

INSTRUCTIONS TO CANDIDATES

ANSWER ALL QUESTIONS

construct a classification model to identify customers who are likely to respond to a mailing. Write a report that documents the following steps:

1.      Explore the data. Because of the large number of variables, it may be helpful to filter out unnecessary and redundant variables.

2.      Appropriately partition the data set into training, validation, and test sets. Experiment with various classification methods and propose a final model for identifying customers who will respond to the targeted marketing.

3.      Your report should include appropriate charts (ROC curves, lift charts, etc.) and include a recommendation on how to apply the results of your proposed model. For example, if GCC sends the targeted marketing to the top 10% of the test set that the model believes is most likely to renew, what is the expected response rate? How does that compare to the industry’s average response rate?

Attachments:

Related Questions

. The fundamental operations of create, read, update, and delete (CRUD) in either Python or Java

CS 340 Milestone One Guidelines and Rubric  Overview: For this assignment, you will implement the fundamental operations of create, read, update,

. Develop a program to emulate a purchase transaction at a retail store. This  program will have two classes, a LineItem class and a Transaction class

Retail Transaction Programming Project  Project Requirements:  Develop a program to emulate a purchase transaction at a retail store. This

. The following program contains five errors. Identify the errors and fix them

7COM1028   Secure Systems Programming   Referral Coursework: Secure

. Accepts the following from a user: Item Name Item Quantity Item Price Allows the user to create a file to store the sales receipt contents

Create a GUI program that:Accepts the following from a user:Item NameItem QuantityItem PriceAllows the user to create a file to store the sales receip

. The final project will encompass developing a web service using a software stack and implementing an industry-standard interface. Regardless of whether you choose to pursue application development goals as a pure developer or as a software engineer

CS 340 Final Project Guidelines and Rubric  Overview The final project will encompass developing a web service using a software stack and impleme